{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":69,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":69,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"ae50fda7af93","filters":{"venue":"Policy Politics & Nursing Practice"}},"results":[{"id":"W2034009890","doi":"10.1177/1527154406291936","title":"The Impact of Nurse Turnover on Patient, Nurse, and System Outcomes: A Pilot Study and Focus for a Multicenter International Study","year":2006,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":191,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; Victorian Order of Nurses; Administrative Sciences Association of Canada; Canadian Foundation for Healthcare Improvement","funders":"","keywords":"Productivity; Identification (biology); Turnover; Nursing; Unit (ring theory); Work (physics); Multicenter study; Turnover intention; Indirect costs; Medicine; Business; Psychology; Job satisfaction; Economics; Randomized controlled trial; Accounting; Social psychology","authors":[{"name":"Linda O’Brien‐Pallas","is_ca":true},{"name":"Pat Griffin","is_ca":true},{"name":"Judith Shamian","is_ca":true},{"name":"James Buchan","is_ca":false},{"name":"Christine Duffield","is_ca":false},{"name":"Frances Hughes","is_ca":false},{"name":"Heather K. Spence Laschinger","is_ca":true},{"name":"Nicola North","is_ca":false},{"name":"Patricia W. Stone","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05254346615503105,"gpt":0.511877309604315,"spread":0.459333843449284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009322721,0.0003287728,0.0004647096,0.0002245643,0.001109538,0.00009173309,0.0002281306,0.00008555395,0.000004457173],"category_scores_gemma":[0.002546267,0.0002255569,0.000066841,0.0001933061,0.000177027,0.0003201043,0.00005367658,0.0004705632,0.00001139831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0014104,"about_ca_system_score_gemma":0.0003241349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05096625,"about_ca_topic_score_gemma":0.0005879986,"domain_scores_codex":[0.9960732,0.001073147,0.001012012,0.0003993817,0.0005033225,0.0009388779],"domain_scores_gemma":[0.9918928,0.005847014,0.0008837585,0.0004999267,0.0006306102,0.0002459636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00742542,0.02184853,0.6907272,0.0003605295,0.0008776765,0.00002260984,0.09559976,0.00006516325,0.00002510959,0.1677199,0.01024043,0.005087734],"study_design_scores_gemma":[0.01269434,0.01550793,0.6429824,0.001605367,0.0005914401,0.00003464488,0.3151769,0.00111597,0.00000586126,0.002758554,0.007060917,0.0004656345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687544,0.0001789008,0.0000349925,0.007000283,0.001014417,0.005512373,0.0002030375,0.00008022261,0.01722138],"genre_scores_gemma":[0.9979274,0.000006705919,0.0001970792,0.0003550771,0.0005453569,0.0002591843,0.000006860613,0.00005640042,0.0006458988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2195772,"threshold_uncertainty_score":0.9553534,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074082537","doi":"10.1177/1527154406293683","title":"The Road Less Traveled: Nursing Advocacy at the Policy Level","year":2006,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":99,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Nursing; Medicine","authors":[{"name":"Shannon Spenceley","is_ca":true},{"name":"Linda Reutter","is_ca":true},{"name":"Marion Allen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06256935030369382,"gpt":0.3958830840319791,"spread":0.3333137337282853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002346273,0.0007803796,0.000500634,0.0005608239,0.005953537,0.001605008,0.001275119,0.0003897855,0.00002982943],"category_scores_gemma":[0.006817757,0.0006059103,0.0003312085,0.001574212,0.002421316,0.001512818,0.00003653148,0.001533976,0.00039739],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004928024,"about_ca_system_score_gemma":0.002286169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03699911,"about_ca_topic_score_gemma":0.0004951166,"domain_scores_codex":[0.9918065,0.002049914,0.001119028,0.0008996959,0.001393873,0.002730956],"domain_scores_gemma":[0.989589,0.006302745,0.001107366,0.001909331,0.0006267094,0.0004648843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001277034,0.002608853,0.0002483925,0.0000861118,0.0001663047,0.00001443217,0.06274778,0.0001955268,0.001805065,0.5135648,0.2054489,0.2118368],"study_design_scores_gemma":[0.001677073,0.0002762959,0.02684318,0.0006849265,0.001035318,0.002093406,0.04931805,0.0002786859,0.004522926,0.1167085,0.7953163,0.001245254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02787389,0.00344779,0.0006154297,0.7765276,0.006260859,0.0008889195,0.00005098711,0.0003795867,0.1839549],"genre_scores_gemma":[0.940546,0.0001164652,0.001071823,0.01401869,0.01826218,0.0000617452,0.00007980788,0.0002943576,0.02554894],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9126721,"threshold_uncertainty_score":0.9996392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137187783","doi":"10.1177/1527154413481811","title":"Nurses Amidst Change","year":2013,"lang":"en","type":"review","venue":"Policy Politics & Nursing Practice","topic":"Resilience and Mental Health","field":"Psychology","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Organizational change; Resistance (ecology); Change management (ITSM); Managing change; Organisational change; Theory of change; Sociology; Engineering ethics; Psychology; Epistemology; Public relations; Political science; Engineering; Operations management","authors":[{"name":"Kim McMillan","is_ca":true},{"name":"Amélie Perron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2696549050468177,"gpt":0.606554483281997,"spread":0.3368995782351793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003868992,0.0007389989,0.001525042,0.0007251513,0.0003393216,0.0002050719,0.0006979483,0.0007035841,0.0005215355],"category_scores_gemma":[0.000637605,0.0006676434,0.0004069506,0.0006994738,0.0004473231,0.0007432002,0.00006364926,0.001151907,0.01235622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001831263,"about_ca_system_score_gemma":0.0009794622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01457277,"about_ca_topic_score_gemma":0.000005837689,"domain_scores_codex":[0.9948654,0.001055049,0.0009508158,0.0008128712,0.0004638246,0.001851994],"domain_scores_gemma":[0.9954659,0.001410873,0.001013041,0.001270684,0.00013837,0.0007011298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004530086,0.0004521233,3.408159e-7,0.002255589,0.0000861167,0.00002706202,0.003238085,5.443671e-9,3.44063e-8,0.1863678,0.02113073,0.7864376],"study_design_scores_gemma":[0.0001691533,0.0001931524,0.00000924773,0.009340377,0.001072435,0.001663572,0.001508452,4.677693e-7,2.817606e-7,0.001401211,0.9840845,0.0005571075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001840257,0.7355515,0.000008546643,0.002450711,0.003810845,0.001511939,0.00009862204,0.0001639668,0.256402],"genre_scores_gemma":[0.00002046824,0.9586524,0.0003182728,0.004181927,0.007447948,0.0006820526,0.0001127916,0.0001943242,0.02838977],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9629538,"threshold_uncertainty_score":0.9995775,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075867644","doi":"10.1177/152715440100200402","title":"An International Perspective on Hospital Nurses’ Work Environments: The Case for Reform","year":2001,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nursing; Workforce; Competence (human resources); Health care; Medicine; Work (physics); Perspective (graphical); Nursing shortage; Quality (philosophy); Patient safety; Nurse education; Psychology; Political science","authors":[{"name":"Linda H. Aiken","is_ca":false},{"name":"Sean P. Clarke","is_ca":false},{"name":"Douglas M. Sloane","is_ca":false},{"name":"Julie Sochalski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06323423595227613,"gpt":0.5214049111196102,"spread":0.4581706751673341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009376126,0.0002853742,0.0002456621,0.0001953971,0.002530436,0.00006913101,0.000448035,0.0002860155,0.0001358791],"category_scores_gemma":[0.003080934,0.0002091955,0.0001080702,0.0002335765,0.0002422358,0.0007978879,0.00005774623,0.001220541,0.0002042768],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004786645,"about_ca_system_score_gemma":0.0007150067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008663168,"about_ca_topic_score_gemma":0.00006109468,"domain_scores_codex":[0.9964658,0.0008649391,0.000578664,0.0004889336,0.0004463729,0.001155275],"domain_scores_gemma":[0.9953763,0.00257217,0.0004999699,0.0007302237,0.0003919597,0.0004294141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006035052,0.00166626,0.0008907697,0.00002848371,0.0001080155,0.0002074139,0.04382468,0.00001287987,0.00001047972,0.9229537,0.004639956,0.02505385],"study_design_scores_gemma":[0.001927477,0.0009516078,0.006332737,0.001809066,0.0001707803,0.0005004117,0.2812546,0.0003875391,0.00002572945,0.04331874,0.6627607,0.0005605433],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1121786,0.0003710137,0.00141148,0.7016533,0.007774268,0.002665618,0.0003553239,0.0001721253,0.1734183],"genre_scores_gemma":[0.96398,0.0003466578,0.001281853,0.01993559,0.008277912,0.000354086,0.00005563507,0.00008317768,0.005685046],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.879635,"threshold_uncertainty_score":0.9990338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2944699677","doi":"10.1177/1527154419845407","title":"Medical Assistance in Dying: A Review of Canadian Nursing Regulatory Documents","year":2019,"lang":"en","type":"review","venue":"Policy Politics & Nursing Practice","topic":"Ethics in medical practice","field":"Health Professions","cited_by":77,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Nurses Association; Columbia College; University of Northern British Columbia; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Nursing; Legislation; Context (archaeology); Health care; Medicine; Political science; Law","authors":[{"name":"Barbara Pesut","is_ca":true},{"name":"Sally Thorne","is_ca":true},{"name":"Megan Stager","is_ca":false},{"name":"Catharine J. Schiller","is_ca":true},{"name":"Christine Penney","is_ca":true},{"name":"Carolyn Hoffman","is_ca":false},{"name":"Madeleine Greig","is_ca":true},{"name":"Josette Roussel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2282085005817213,"gpt":0.6142205332154039,"spread":0.3860120326336826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.02213862,0.0009095935,0.003946973,0.003123425,0.0008990187,0.00004939414,0.001684973,0.003025775,0.0007829872],"category_scores_gemma":[0.2169321,0.0009042453,0.0004811058,0.003559579,0.001153151,0.0008667309,0.0001657291,0.01856152,0.001037135],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01206369,"about_ca_system_score_gemma":0.06619649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1435055,"about_ca_topic_score_gemma":0.004150262,"domain_scores_codex":[0.9691218,0.01955402,0.004356933,0.00110201,0.003126978,0.00273822],"domain_scores_gemma":[0.9465439,0.0432437,0.004614726,0.002417353,0.001039771,0.002140534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001471842,0.0002911785,0.000008849377,0.2816526,0.0001719943,0.0001103995,0.00227243,1.480602e-7,4.572455e-8,0.3924006,0.03984674,0.2832303],"study_design_scores_gemma":[0.0002445606,0.00002548423,0.000005772187,0.4493756,0.00117149,0.0001181658,0.0004195014,0.000004237394,2.975981e-8,0.004049212,0.5442244,0.0003615486],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.968959e-7,0.6678174,0.00002653375,0.04442561,0.002457787,0.001953228,0.00007290814,0.00005075415,0.2831954],"genre_scores_gemma":[0.00001891197,0.9677995,0.001364031,0.02521435,0.002208306,0.0001404313,0.0001300201,0.0002608064,0.002863639],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5043776,"threshold_uncertainty_score":0.9997407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988120737","doi":"10.1177/1527154413480889","title":"Revisiting Scope of Practice Facilitators and Barriers for Primary Care Nurse Practitioners","year":2013,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; McGill University","funders":"National Institute on Minority Health and Health Disparities; American Nurses Foundation","keywords":"Nonprobability sampling; Nursing; Scope (computer science); Qualitative research; Content analysis; Primary care; Scope of practice; Comprehension; Work (physics); Nurse practitioners; Medicine; Health care; Family medicine; Political science; Computer science; Sociology","authors":[{"name":"Lusine Poghosyan","is_ca":false},{"name":"Angela Nannini","is_ca":false},{"name":"Arlene Smaldone","is_ca":false},{"name":"Sean P. Clarke","is_ca":true},{"name":"Nancy C. O’Rourke","is_ca":false},{"name":"Barbara G. Rosato","is_ca":false},{"name":"Bobbie Berkowitz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02845173242841794,"gpt":0.4466767605107155,"spread":0.4182250280822976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001829987,0.0004089817,0.0006111559,0.0003942647,0.001871518,0.0001510799,0.0002654592,0.0003819366,0.0001507945],"category_scores_gemma":[0.03458673,0.0004239351,0.0001196317,0.0004615478,0.0004849728,0.004260907,0.00006228504,0.001122009,0.0001139581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109793,"about_ca_system_score_gemma":0.002176086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005653219,"about_ca_topic_score_gemma":0.000004749947,"domain_scores_codex":[0.9945319,0.001845776,0.001129634,0.0006123258,0.0005742705,0.001306117],"domain_scores_gemma":[0.9790665,0.01546741,0.001840058,0.0006519008,0.002266643,0.0007075261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001983301,0.0005461324,0.0019563,0.01002932,0.0007608699,0.00001778547,0.2187229,0.000080029,0.00448986,0.5409487,0.0716516,0.1488133],"study_design_scores_gemma":[0.001865211,0.0004157774,0.002143049,0.002997161,0.0009634968,0.0001120689,0.2552714,0.00006863575,0.0002357305,0.007646283,0.727656,0.0006251183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04486018,0.0118535,0.002629488,0.2437376,0.002994923,0.00625231,0.0005917991,0.0004096637,0.6866705],"genre_scores_gemma":[0.8069597,0.002799281,0.1421551,0.03443554,0.006184467,0.0009658169,0.000293286,0.0004197834,0.005786987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7620995,"threshold_uncertainty_score":0.9998212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3211384039","doi":"10.1177/15271544211050611","title":"Policy Advocacy and Nursing Organizations: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Policy Politics & Nursing Practice","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":72,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Policy advocacy; Mandate; Nursing; Extant taxon; Public relations; Globe; Political science; Medicine","authors":[{"name":"Patrick Chiu","is_ca":true},{"name":"Greta G. Cummings","is_ca":true},{"name":"Sally Thorne","is_ca":true},{"name":"Kara Schick‐Makaroff","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08086967910039997,"gpt":0.483434317411981,"spread":0.402564638311581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001856057,0.00150142,0.003458977,0.001867554,0.001498799,0.001422281,0.0008456322,0.0009151491,0.00008792603],"category_scores_gemma":[0.04889845,0.001670257,0.0005317076,0.005455249,0.0008141276,0.002084539,0.00005800256,0.00232205,0.0002439531],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003872392,"about_ca_system_score_gemma":0.01944282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001250126,"about_ca_topic_score_gemma":0.000009870878,"domain_scores_codex":[0.9888161,0.003891244,0.002303191,0.001721193,0.001105248,0.002162957],"domain_scores_gemma":[0.9865155,0.006369098,0.002630898,0.002053041,0.001410851,0.001020607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001840736,0.001156159,8.531078e-7,0.1115704,0.0002487728,0.00002691064,0.01069206,8.314291e-7,8.318805e-7,0.04496418,0.01334481,0.8179758],"study_design_scores_gemma":[0.0002163892,0.00007587748,0.000001202765,0.4779052,0.005557286,0.003443735,0.001579547,0.000002300172,0.000002764004,0.002020497,0.5083001,0.0008951126],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.642075e-7,0.8713493,0.0002698729,0.1088944,0.00313295,0.002335209,0.00004320374,0.0003820523,0.01359264],"genre_scores_gemma":[0.0000117329,0.9706643,0.004212439,0.01355066,0.00939904,0.0001277205,0.0005049208,0.0005992407,0.0009299426],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8170807,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2463309043","doi":"10.1177/1527154416656942","title":"Human Resources for Health Challenges in Nigeria and Nurse Migration","year":2016,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Emigration; Expatriate; Human resources; Economic growth; Population; Health human resources; Work (physics); Medicine; Nursing; Health care; Political science; Environmental health; Economics","authors":[{"name":"Bukola Salami","is_ca":true},{"name":"Foluke Dada","is_ca":false},{"name":"Folake Elizabeth Adelakun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1181823571395965,"gpt":0.5375233681296618,"spread":0.4193410109900654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001699968,0.0002403723,0.000409335,0.000338801,0.001104716,0.00002851571,0.0001623228,0.0002582819,0.00001886966],"category_scores_gemma":[0.003735522,0.000201441,0.00003907855,0.0001990764,0.000200878,0.0005339999,0.0000301711,0.000358318,0.00004493588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147527,"about_ca_system_score_gemma":0.0006145674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00595346,"about_ca_topic_score_gemma":0.003135446,"domain_scores_codex":[0.9956998,0.001278327,0.0008370634,0.0004528195,0.0002551053,0.001476931],"domain_scores_gemma":[0.9953021,0.002952161,0.0006072576,0.0004260792,0.0002491538,0.0004632756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002543884,0.0003927198,0.003706004,0.0009007708,0.00002270855,0.000003038456,0.1234977,0.000001304618,0.0001894924,0.8048323,0.02385026,0.04234931],"study_design_scores_gemma":[0.002167529,0.0005593076,0.02000393,0.004971168,0.00002709414,0.00002046478,0.04161244,0.00002024038,0.00001753422,0.06512302,0.8651455,0.000331785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1676804,0.004559141,0.0001778212,0.7964507,0.0006112566,0.001794678,0.00008579709,0.0001965335,0.02844374],"genre_scores_gemma":[0.9753327,0.003442973,0.00276343,0.01218444,0.002278356,0.0002428002,0.00001038761,0.00008885181,0.003656053],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8412952,"threshold_uncertainty_score":0.8999889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061406358","doi":"10.1177/152715402237441","title":"Preparing Nurses to Promote Health-Enhancing Public Policies","year":2002,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Restructuring; Nurse education; Health policy; Public policy; Health care; Public relations; Public health; Nursing; Political science; Element (criminal law); Medicine","authors":[{"name":"Linda Reutter","is_ca":true},{"name":"Susan Duncan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06902913796034567,"gpt":0.4073782801674948,"spread":0.3383491422071492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001567724,0.0006452123,0.0006431057,0.001327273,0.001755687,0.001420455,0.0007589212,0.0002645508,0.0000996269],"category_scores_gemma":[0.01313262,0.0007590909,0.0001842578,0.001822672,0.0003832061,0.002999867,0.00003652167,0.001032166,0.0009112621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002947391,"about_ca_system_score_gemma":0.0006599079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005543059,"about_ca_topic_score_gemma":0.0001825963,"domain_scores_codex":[0.9929576,0.00105112,0.00109802,0.0009942441,0.001068967,0.00283006],"domain_scores_gemma":[0.9943148,0.001517852,0.0008450322,0.001337183,0.0005340397,0.001451121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003059269,0.004811394,0.0003913997,0.0004907684,0.0002081555,0.00001028789,0.4411993,0.00010367,0.00250384,0.1369976,0.2472799,0.1656977],"study_design_scores_gemma":[0.0006600702,0.0007387099,0.001060772,0.0009334624,0.0002267155,0.0008256786,0.02110074,0.0003679978,0.002786913,0.007079083,0.9632387,0.0009811434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02538043,0.001934182,0.0009807338,0.8441451,0.00753764,0.001255125,0.00002573089,0.001049404,0.1176917],"genre_scores_gemma":[0.9286079,0.00006750965,0.01096305,0.04847422,0.006343901,0.00007047965,0.0000219739,0.0002560834,0.005194896],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9032274,"threshold_uncertainty_score":0.9998667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071881699","doi":"10.1177/1527154409358777","title":"An Applied Simulation Model for Estimating the Supply of and Requirements for Registered Nurses Based on Population Health Needs","year":2009,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University; McMaster University; University of Toronto; Dalhousie University","funders":"","keywords":"Identification (biology); Nova scotia; Population; Health care; Business; Needs assessment; Risk analysis (engineering); Process management; Computer science; Medicine; Environmental health; Economics; Economic growth; Political science; Geography","authors":[{"name":"Gail Tomblin Murphy","is_ca":true},{"name":"Adrian MacKenzie","is_ca":true},{"name":"Robert Alder","is_ca":true},{"name":"Stephen Birch","is_ca":true},{"name":"George Kephart","is_ca":true},{"name":"Linda O’Brien‐Pallas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2197414056932741,"gpt":0.4572027634357094,"spread":0.2374613577424352,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001156661,0.0001500311,0.0002893663,0.0003635144,0.0003715858,0.00009220024,0.0001282396,0.00006988354,6.701628e-7],"category_scores_gemma":[0.001183246,0.0001601095,0.00005254981,0.0001760052,0.00004598291,0.0003392241,0.000005308191,0.00008402623,9.144867e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003598504,"about_ca_system_score_gemma":0.00009653511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002272493,"about_ca_topic_score_gemma":0.00001069938,"domain_scores_codex":[0.9984689,0.00004664585,0.0007006096,0.0002698587,0.00007160388,0.0004424081],"domain_scores_gemma":[0.9979438,0.000572095,0.0008812179,0.0004041785,0.00007295398,0.0001257352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001068964,0.0001762353,0.00003162491,0.0001084713,0.000008367771,1.655485e-8,0.002521539,0.1968885,0.000002623457,0.7821324,0.0001437551,0.01787952],"study_design_scores_gemma":[0.0006088075,0.0003698116,0.0009584756,0.0000690731,0.00001794373,4.070659e-7,0.0001769449,0.7816951,0.000006050924,0.2136371,0.002350084,0.0001101835],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006543861,0.00009216082,0.8565373,0.1301565,0.0002011024,0.002184621,0.000307849,0.00005582813,0.003920713],"genre_scores_gemma":[0.9282116,0.000006875657,0.0572657,0.01397746,0.0003084022,0.0000480998,0.00008589189,0.00002547243,0.00007046521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9216678,"threshold_uncertainty_score":0.6529075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997263208","doi":"10.1177/1527154403004002005","title":"Evidence of Nurse Working Conditions: A Global Perspective","year":2003,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Workload; Staffing; Nursing; Skill mix; Work (physics); Perspective (graphical); Nursing shortage; Medicine; Business; Psychology; Health care; Nurse education; Political science; Management","authors":[{"name":"Patricia W. Stone","is_ca":false},{"name":"Ann E. Tourangeau","is_ca":false},{"name":"Christine Duffield","is_ca":false},{"name":"Frances Hughes","is_ca":false},{"name":"Cheryl B. Jones","is_ca":false},{"name":"Linda O’Brien‐Pallas","is_ca":false},{"name":"Judith Shamian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1460562280596839,"gpt":0.5596221877130619,"spread":0.4135659596533781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001648738,0.0002918944,0.0004228949,0.000227362,0.00124615,0.00006078681,0.0002941012,0.0002799918,0.0003538289],"category_scores_gemma":[0.02943485,0.0003072984,0.0001182916,0.0009758269,0.0004556375,0.001233053,0.00002622109,0.0009832788,0.0002658013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002679664,"about_ca_system_score_gemma":0.002515997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005221721,"about_ca_topic_score_gemma":0.00004187842,"domain_scores_codex":[0.9943404,0.002721901,0.0007720696,0.0004562892,0.0005555964,0.001153732],"domain_scores_gemma":[0.9890906,0.007707945,0.001116312,0.0006745497,0.001055348,0.0003552271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001767561,0.000419522,0.001785162,0.00009478025,0.00007628708,0.000009102211,0.01508065,0.00001613486,0.0001448921,0.9750125,0.006445957,0.0007383044],"study_design_scores_gemma":[0.001540171,0.0004667986,0.005663827,0.01036441,0.0009533407,0.0003307453,0.1975642,0.00007719918,0.0002452656,0.4820989,0.2999959,0.0006992394],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01087042,0.006250301,0.001345133,0.07445448,0.002525186,0.0008297834,0.00005953609,0.0001869132,0.9034783],"genre_scores_gemma":[0.9860888,0.0003405164,0.005970006,0.00462644,0.001042036,0.0000413984,0.000004317974,0.00004718244,0.001839278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9752184,"threshold_uncertainty_score":0.9999379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283707899","doi":"10.1177/15271544221105032","title":"Comparative Analysis of Advanced Practice Nursing: Contextual and Historical Influences in North American and German-Speaking European Countries","year":2022,"lang":"en","type":"review","venue":"Policy Politics & Nursing Practice","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"German; Political science; Nursing; History; Medicine; Archaeology","authors":[{"name":"Margitta B. Beil‐Hildebrand","is_ca":false},{"name":"Hannah B Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1514905226427322,"gpt":0.5440845395392166,"spread":0.3925940168964844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002525027,0.0007283775,0.003503144,0.001992295,0.001294062,0.0001269209,0.0004443351,0.0001917711,0.00004167291],"category_scores_gemma":[0.007432713,0.0007196738,0.0002208325,0.003509893,0.001131682,0.001488549,0.0001764873,0.00289331,0.0000126949],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003840577,"about_ca_system_score_gemma":0.001619349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009700597,"about_ca_topic_score_gemma":0.0006887607,"domain_scores_codex":[0.9851096,0.009932849,0.002094239,0.0009263098,0.0007764156,0.001160615],"domain_scores_gemma":[0.9650043,0.02798309,0.005538187,0.0006562275,0.0004239241,0.0003943379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005501856,0.001189022,0.0006284703,0.004337213,0.002310215,0.00009775582,0.1625788,0.0000418397,4.197159e-7,0.0345956,0.00118453,0.792486],"study_design_scores_gemma":[0.0004149975,0.0003277945,0.002311477,0.005069507,0.0120581,0.0001067709,0.02944589,0.00003778896,5.328149e-8,0.00007230393,0.94957,0.0005853462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001435427,0.9396725,0.00003362422,0.006195146,0.0007324278,0.001140917,0.0002474058,0.00008558155,0.05045692],"genre_scores_gemma":[0.01003191,0.9857736,0.001428872,0.001598325,0.0005710656,0.00007206549,0.0001279544,0.0001010288,0.000295194],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9483854,"threshold_uncertainty_score":0.9999835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013736047","doi":"10.1177/1527154404272610","title":"The Health Bus: Healthcare for Marginalized Populations","year":2005,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"","keywords":"Mainstream; Health care; Outreach; Thematic analysis; Flexibility (engineering); Focus group; Nursing; Population; Exploratory research; Qualitative research; Medicine; Public relations; Psychology; Business; Sociology; Political science; Environmental health; Marketing; Management","authors":[{"name":"Isolde Daiski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2001598099420361,"gpt":0.5837207081213072,"spread":0.3835608981792711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001753564,0.0002155508,0.0004458637,0.000134775,0.008256334,0.00009155022,0.0002731926,0.0002013176,0.00002334629],"category_scores_gemma":[0.004043473,0.0001798957,0.0001152376,0.0003482985,0.0001781095,0.0004010895,0.00003769798,0.0006642356,0.0001441627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001802369,"about_ca_system_score_gemma":0.001949947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02317877,"about_ca_topic_score_gemma":0.006926662,"domain_scores_codex":[0.9955202,0.001434605,0.000832785,0.0002810045,0.000345333,0.001586098],"domain_scores_gemma":[0.9940481,0.003713696,0.00065713,0.0004951379,0.0006377061,0.0004482528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007424115,0.0001109794,0.0002804752,0.0001188068,0.00001993654,2.820112e-7,0.04493984,0.000005023583,9.584616e-7,0.9170061,0.004648104,0.0327953],"study_design_scores_gemma":[0.000702253,0.0001010752,0.001780517,0.0002644835,0.00004465574,0.000001732789,0.06889001,0.0002184168,0.000002737002,0.05817601,0.8696421,0.0001759737],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004626614,0.004422592,0.004428102,0.9582624,0.001767786,0.002123593,0.0001974182,0.000280838,0.02389067],"genre_scores_gemma":[0.9624915,0.0009369595,0.009257583,0.01547753,0.007198171,0.00032823,0.00007066581,0.00008980501,0.004149527],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9578649,"threshold_uncertainty_score":0.9930348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2974398672","doi":"10.1177/1527154419876264","title":"A National Scoping Study on Barriers to Conducting and Using Research Among Nurses in the United Arab Emirates","year":2019,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Nursing; Medicine; Nursing research; Survey research; Nursing practice; Psychology","authors":[{"name":"Nabeel Al‐Yateem","is_ca":false},{"name":"Jane Griffiths","is_ca":false},{"name":"May McCreaddie","is_ca":false},{"name":"Suzanne Robertson-Malt","is_ca":false},{"name":"Dawn Kuzemski","is_ca":true},{"name":"Jincy Mathew Anthony","is_ca":false},{"name":"Mark Fielding","is_ca":false},{"name":"Fatima Al Khatib","is_ca":false},{"name":"Elizabeth Macaulay Sojka","is_ca":false},{"name":"Jennifer J. Williams","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5226437958462261,"gpt":0.668563219720321,"spread":0.1459194238740948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01177098,0.0001353611,0.0001802772,0.001516334,0.002299533,0.0001777827,0.0003144561,0.0001030366,0.00004369778],"category_scores_gemma":[0.0498251,0.0001103519,0.00001453534,0.002592498,0.0002689757,0.0006548319,0.00006550238,0.001539108,0.0001154796],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001378778,"about_ca_system_score_gemma":0.006275301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03016347,"about_ca_topic_score_gemma":0.0002138271,"domain_scores_codex":[0.9913001,0.005146161,0.0004810348,0.0003962478,0.001273767,0.001402697],"domain_scores_gemma":[0.9854103,0.01258674,0.0001711445,0.0003231796,0.00088939,0.0006192544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002119458,0.0007961693,0.2301452,0.000403144,0.00002392573,0.000008860857,0.6908683,0.0006976256,0.0005541396,0.06948306,0.006470647,0.000336983],"study_design_scores_gemma":[0.0007974532,0.0006354507,0.07709335,0.003420026,0.00001188478,0.00001359484,0.9064959,0.002998216,0.0000255156,0.003564891,0.004725134,0.0002185472],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9496092,0.00002210837,0.000005969304,0.03013831,0.0007969963,0.002645528,0.00000698002,0.0000208688,0.01675404],"genre_scores_gemma":[0.9917985,0.000007563857,0.0002037213,0.006602974,0.0008808942,0.0001101944,0.000004763538,0.00001995721,0.0003714189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2156277,"threshold_uncertainty_score":0.9993582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151520605","doi":"10.1177/1527154411403816","title":"Understanding Whole Systems Change in Health Care: The Case of Nurse Practitioners in Canada","year":2011,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Registered Nurses' Association of Ontario; University of Alberta; University of Ottawa","funders":"Canadian Institutes of Health Research; Canadian Health Services Research Foundation","keywords":"Perspective (graphical); Complex adaptive system; Healthcare system; Health care; Psychology; Public relations; Nursing; Medicine; Business; Knowledge management; Computer science; Political science; Economic growth; Economics","authors":[{"name":"Nancy Edwards","is_ca":true},{"name":"Margo Rowan","is_ca":true},{"name":"Patrícia Marck","is_ca":true},{"name":"Doris Grinspun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2595256199293571,"gpt":0.4839524471293977,"spread":0.2244268272000406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001956963,0.0002391615,0.0004264161,0.0004133511,0.0007868434,0.00002991595,0.0002381249,0.0001524532,0.00003663752],"category_scores_gemma":[0.001509701,0.0002138394,0.00003611121,0.0008159342,0.0001616897,0.0009590999,0.00002861309,0.001258606,0.00001373352],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01137113,"about_ca_system_score_gemma":0.008009578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966834,"about_ca_topic_score_gemma":0.8878399,"domain_scores_codex":[0.9941006,0.002995525,0.001054539,0.0003183483,0.0003328901,0.001198043],"domain_scores_gemma":[0.9941962,0.003440318,0.001358335,0.0005431669,0.0001964339,0.0002654966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002755431,0.00037259,0.004625367,0.0009369254,0.00004297043,0.0006181634,0.4098828,0.00008270431,0.0000065003,0.574244,0.00781246,0.00110001],"study_design_scores_gemma":[0.001118663,0.0001580104,0.002978286,0.002715736,0.00008248842,0.0009361053,0.9151632,0.0005864142,0.000006280364,0.003294354,0.07265307,0.0003074403],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09725204,0.009568972,0.0006474992,0.4879909,0.01013442,0.006561784,0.0004558583,0.0001565224,0.3872321],"genre_scores_gemma":[0.9921281,0.0001564954,0.0003222149,0.006545423,0.0005439242,0.0000922088,0.00001391794,0.00005088593,0.00014688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.894876,"threshold_uncertainty_score":0.9976141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2096369585","doi":"10.1177/1527154412443990","title":"Joint Commission Accreditation and Quality Measures in U.S. Nursing Homes","year":2012,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Agency for Healthcare Research and Quality; National Institutes of Health","keywords":"Accreditation; Commission; Nursing; Medicine; Quality (philosophy); Quality management; Minimum Data Set; Nursing homes; Family medicine; Medical education; Business","authors":[{"name":"Laura M. Wagner","is_ca":false},{"name":"Shawna M. McDonald","is_ca":true},{"name":"Nicholas G. Castle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1653617111209946,"gpt":0.5306468812058011,"spread":0.3652851700848064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002731055,0.0002678658,0.0004457923,0.0005608789,0.0008866712,0.0000589555,0.0001217799,0.000319127,0.00003085063],"category_scores_gemma":[0.006793778,0.0002685756,0.00006603627,0.0005164457,0.0002362951,0.001139164,0.00004153729,0.000905107,0.00006563094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445801,"about_ca_system_score_gemma":0.0005905346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006318747,"about_ca_topic_score_gemma":0.00002828873,"domain_scores_codex":[0.9949554,0.002088585,0.0008300933,0.0003009063,0.0005008813,0.001324137],"domain_scores_gemma":[0.9958622,0.002429771,0.0005069819,0.0004025428,0.0002934208,0.0005050566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004387607,0.001729946,0.02375685,0.0004973206,0.0000521279,0.000004435818,0.2739315,0.000006842488,0.002388918,0.554818,0.03815851,0.1042168],"study_design_scores_gemma":[0.002352335,0.000155443,0.7423966,0.003100307,0.0002761577,0.00007522449,0.1036005,0.00005001665,0.0004357133,0.03993018,0.1068744,0.0007531657],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5095037,0.01052089,0.002977281,0.1466872,0.008291858,0.001731017,0.00007340616,0.0005155397,0.3196992],"genre_scores_gemma":[0.9923543,0.0002739944,0.002532673,0.001031008,0.002953482,0.00002529342,0.00002842725,0.00005240738,0.0007484652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7186397,"threshold_uncertainty_score":0.9999766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102386024","doi":"10.1177/1527154406297799","title":"Decision Making for Nurse Staffing: Canadian Perspectives","year":2006,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Peter's Hospital; York University; University of Calgary; Alberta Health Services; Western University; Dalhousie University; University of Toronto; Ministry of Health and Long Term Care; Canadian Foundation for Healthcare Improvement; Canadian Institutes of Health Research","funders":"","keywords":"Staffing; Nursing; Business; Psychology; Medicine","authors":[{"name":"Linda M. Hall","is_ca":true},{"name":"Leah Pink","is_ca":false},{"name":"Michelle Lalonde","is_ca":true},{"name":"Gail Tomblin Murphy","is_ca":true},{"name":"Linda O’Brien‐Pallas","is_ca":true},{"name":"Heather K. Spence Laschinger","is_ca":true},{"name":"Ann E. Tourangeau","is_ca":true},{"name":"Jeanne Besner","is_ca":true},{"name":"Deborah Tregunno","is_ca":true},{"name":"Donna Thomson","is_ca":true},{"name":"Jessica Peterson","is_ca":false},{"name":"Lisa Seto","is_ca":false},{"name":"Jennifer Akeroyd","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04521057100302187,"gpt":0.5022853163764044,"spread":0.4570747453733825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001344109,0.0003440517,0.0003674872,0.0007214432,0.003266588,0.0001944382,0.0003440661,0.0003711779,0.000208373],"category_scores_gemma":[0.00838552,0.0003639929,0.0001258608,0.0005125384,0.0001978564,0.001085826,0.00002355127,0.0009392636,0.0002384168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003226805,"about_ca_system_score_gemma":0.003306909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.220111,"about_ca_topic_score_gemma":0.02255764,"domain_scores_codex":[0.9956639,0.0006395319,0.0007101492,0.0005661058,0.0004228154,0.001997505],"domain_scores_gemma":[0.9889895,0.008463038,0.0006304804,0.0006008678,0.0008489252,0.0004672074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003119406,0.0003396494,0.0004041573,0.00007579785,0.00003881897,0.00001191812,0.01890159,0.00008615012,0.00005370849,0.8511261,0.1159901,0.0126601],"study_design_scores_gemma":[0.0008773816,0.0001355337,0.002810048,0.0009846869,0.0002314729,0.00005094144,0.04892964,0.0005123805,0.0000137896,0.1247075,0.8203394,0.0004072332],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01715482,0.00202669,0.01444215,0.1910347,0.004665289,0.002081533,0.0003261568,0.0003963051,0.7678724],"genre_scores_gemma":[0.9440567,0.00004539294,0.03597553,0.005746405,0.006806197,0.0000924561,0.00003874439,0.0001465652,0.007092031],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9269019,"threshold_uncertainty_score":0.9999673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141350083","doi":"10.1177/1527154415583123","title":"A Critical Discourse Analysis of Provincial Policies Impacting Shelter Service Delivery to Women Exposed to Violence","year":2015,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"Registered Nurses’ Foundation of Ontario; Western University of Health Sciences; Sigma Theta Tau International; Public Health Agency of Canada","keywords":"Context (archaeology); Service delivery framework; Discourse analysis; Critical discourse analysis; Public relations; Thematic analysis; Policy analysis; Focus group; Dialectic; Service (business); Sociology; Qualitative research; Political science; Public administration; Business; Politics; Social science; Geography; Marketing","authors":[{"name":"Camille Burnett","is_ca":false},{"name":"Marilyn Ford‐Gilboe","is_ca":true},{"name":"Hélène Berman","is_ca":true},{"name":"Cathy Ward-Griffin","is_ca":true},{"name":"C. Nadine Wathen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.067955250643314,"gpt":0.4636730034879495,"spread":0.3957177528446355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001878709,0.0002717199,0.0005152003,0.001000366,0.0005401459,0.0003426622,0.0006253849,0.0001453509,0.00003022491],"category_scores_gemma":[0.01541947,0.000289756,0.0001273552,0.003317917,0.0004757941,0.00119208,0.0001460847,0.0002627171,0.0001193683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001683994,"about_ca_system_score_gemma":0.001977383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07947849,"about_ca_topic_score_gemma":0.0003964665,"domain_scores_codex":[0.9957606,0.0005671541,0.000561537,0.0004515806,0.001050255,0.00160889],"domain_scores_gemma":[0.9948529,0.001306743,0.0002060238,0.0004955384,0.001586031,0.001552784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003937703,0.0007661574,0.001095647,0.0000516162,0.0002996249,0.00001531276,0.6025115,0.001098535,0.002213006,0.3857223,0.001108818,0.004723773],"study_design_scores_gemma":[0.001029182,0.001235068,0.01902067,0.001386459,0.003031662,0.00002987547,0.9209779,0.002405882,0.003143168,0.02187704,0.02380225,0.002060876],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8647121,0.00005727336,0.002759696,0.02763631,0.000513431,0.0005032503,0.0001658346,0.0001379596,0.1035142],"genre_scores_gemma":[0.9843461,0.00001455725,0.002848815,0.01147553,0.001121469,0.00003802278,0.000004762697,0.00003205455,0.0001187221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3638452,"threshold_uncertainty_score":0.9999555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065281072","doi":"10.1177/1527154406294629","title":"Health Services Delivery: Reframing Policies for Global Nursing Migration in North America—A Caribbean Perspective","year":2006,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cognitive reframing; Business; Agency (philosophy); Nursing; Economic growth; Medicine; Psychology; Sociology; Economics","authors":[{"name":"Jean Yan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03014688389213251,"gpt":0.4746046997538661,"spread":0.4444578158617336,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006868436,0.000488613,0.0007498201,0.0004496384,0.002066826,0.0001151583,0.0003758662,0.0003175272,0.000007592402],"category_scores_gemma":[0.0009138455,0.0005527475,0.0001263567,0.001681504,0.0003167106,0.001031796,0.00005605432,0.0008208084,0.00006152022],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01638965,"about_ca_system_score_gemma":0.002671276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5616472,"about_ca_topic_score_gemma":0.06722884,"domain_scores_codex":[0.9932889,0.001303325,0.001349617,0.0007192956,0.0005758528,0.002763028],"domain_scores_gemma":[0.9948521,0.001728495,0.001247352,0.0005784297,0.001105365,0.0004883178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004662951,0.00106459,0.02605202,0.0008659364,0.00004523086,0.000008174648,0.1336468,0.001019828,0.00001272877,0.815743,0.01052614,0.01054925],"study_design_scores_gemma":[0.002976441,0.000789103,0.09476856,0.006895054,0.0002391062,0.00006803589,0.4272135,0.004169424,0.00001301633,0.1135935,0.3481481,0.001126204],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4173243,0.00708914,0.004166947,0.4503876,0.002361433,0.006019052,0.001370282,0.0008792388,0.110402],"genre_scores_gemma":[0.9673293,0.000319587,0.01052042,0.01752996,0.003163018,0.0001470222,0.0003600637,0.00009490287,0.0005357258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7021495,"threshold_uncertainty_score":0.9996924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4307433098","doi":"10.1177/15271544221130052","title":"Building Solidarity with Black Nurses to Dismantle Systemic and Structural Racism in Nursing","year":2022,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Racism; Solidarity; Thematic analysis; Nursing; Qualitative research; Indigenous; Mental health; Sociology; Government (linguistics); Gender studies; Psychology; Medicine; Political science; Social science; Politics; Psychiatry","authors":[{"name":"Angela Cooper Brathwaite","is_ca":true},{"name":"Dania Varsailles","is_ca":true},{"name":"Deborah J. Haynes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02332442501512176,"gpt":0.4216940129790507,"spread":0.3983695879639289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005026308,0.0002616877,0.000323511,0.0005359682,0.0006733222,0.000131062,0.0002120874,0.00008866702,0.0000589933],"category_scores_gemma":[0.0003844936,0.0002777766,0.00003376371,0.0006405357,0.000222431,0.0003578562,0.0000362254,0.0006742513,0.00002411721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009928179,"about_ca_system_score_gemma":0.0003350008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006157995,"about_ca_topic_score_gemma":0.00008968334,"domain_scores_codex":[0.9969135,0.0006774685,0.0004637757,0.0005307798,0.0003805913,0.001033921],"domain_scores_gemma":[0.9982349,0.0006065483,0.0002534471,0.000434045,0.0000904464,0.0003806329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006170541,0.0004092563,0.001969423,0.00009406743,0.00004384055,0.00006584317,0.1956471,0.0005485315,0.0001890201,0.7833668,0.001966638,0.01508249],"study_design_scores_gemma":[0.01294523,0.004343403,0.269439,0.003760978,0.001154791,0.02951773,0.3940054,0.007946969,0.0004760627,0.2177549,0.05454373,0.00411188],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605671,0.0005505972,0.00131064,0.01564053,0.001023683,0.0007018994,0.00006792986,0.00009326072,0.02004433],"genre_scores_gemma":[0.9940763,0.000006854864,0.002353502,0.002310612,0.0005610658,0.00006083556,0.00001269933,0.00005629789,0.000561798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5656119,"threshold_uncertainty_score":0.9999675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383186949","doi":"10.1177/15271544231182583","title":"Workplace Violence Against Nurses in Canada: A Legal Analysis","year":2023,"lang":"en","type":"review","venue":"Policy Politics & Nursing Practice","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Northern British Columbia; Athabasca University; University of Toronto","funders":"","keywords":"Legislature; Sanctions; Workplace violence; Legislation; Aggravating Factor; Discretion; Political science; Health care; Occupational safety and health; Government (linguistics); Public relations; Law; Medicine; Poison control; Suicide prevention; Environmental health","authors":[{"name":"Sioban Nelson","is_ca":true},{"name":"Kathleen Leslie","is_ca":true},{"name":"JohnPaul Gonsalves","is_ca":true},{"name":"Andrea Baumann","is_ca":true},{"name":"Natalie Thiessen","is_ca":true},{"name":"Catharine J. Schiller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06307603153152601,"gpt":0.4447393318347145,"spread":0.3816633003031885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001812896,0.0006390621,0.00198669,0.001906678,0.0008599324,0.0005310765,0.001139514,0.0004817724,0.00002837258],"category_scores_gemma":[0.007602347,0.0006755377,0.0005369069,0.009618235,0.0004602352,0.0007628491,0.00009174557,0.001415478,0.0001995632],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01133748,"about_ca_system_score_gemma":0.03946619,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9833382,"about_ca_topic_score_gemma":0.8985016,"domain_scores_codex":[0.9925547,0.001987173,0.001165565,0.0008616241,0.001284289,0.002146634],"domain_scores_gemma":[0.992456,0.005008945,0.001017886,0.0007282429,0.0002153372,0.0005736533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001421816,0.0002353692,0.0001750108,0.002178658,0.001114765,0.0005063136,0.005700309,0.0002163055,3.703686e-8,0.1131858,0.005295316,0.8713779],"study_design_scores_gemma":[0.00007797259,0.000009030958,0.000012872,0.03214312,0.003226533,0.00001220096,0.0141587,0.00002604686,7.374251e-8,0.0006478592,0.9490265,0.0006591281],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005155303,0.9418515,0.00002133237,0.00553575,0.002023115,0.0008795076,0.0001662046,0.0001969348,0.04927408],"genre_scores_gemma":[0.0003689154,0.9912971,0.0001586399,0.0009539023,0.001955047,0.00008581071,0.0000769071,0.0001036697,0.005000026],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9437311,"threshold_uncertainty_score":0.9995696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2571977505","doi":"10.1177/1527154416688669","title":"How Activism Features in the Career Lives of Four Generations of Canadian Nurses","year":2016,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Fleming College; York University","funders":"","keywords":"Transformative learning; Politics; Sociology; Baby boomers; Nursing; Public relations; Political science; Pedagogy; Medicine","authors":[{"name":"Judith A. MacDonnell","is_ca":true},{"name":"Ellen Buck‐McFadyen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06827037363535843,"gpt":0.3616724723291544,"spread":0.293402098693796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007212231,0.0002443424,0.0002841663,0.001377314,0.0002912267,0.0001957156,0.000466558,0.0001617113,0.00001074487],"category_scores_gemma":[0.007437202,0.0001808474,0.0001016108,0.00102405,0.0005547436,0.001276442,0.000004812013,0.0003805588,0.000006791934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005816265,"about_ca_system_score_gemma":0.00114631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1545251,"about_ca_topic_score_gemma":0.02163466,"domain_scores_codex":[0.9971019,0.0009682158,0.0003672446,0.0002996596,0.0005024596,0.0007605107],"domain_scores_gemma":[0.9948659,0.003314159,0.0004807417,0.0006867996,0.0004279401,0.000224477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004425757,0.002055238,0.002898476,0.0002194662,0.0002039402,0.00001980081,0.4401916,0.00002504388,0.02953,0.4198506,0.06023792,0.04432539],"study_design_scores_gemma":[0.002490764,0.0009768188,0.114022,0.002235276,0.001429853,0.001355315,0.2626881,0.00002372955,0.08005869,0.05565532,0.4777195,0.001344643],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07798596,0.0008828957,0.000185699,0.8685768,0.002856388,0.0005449135,0.0001056125,0.00004509772,0.04881658],"genre_scores_gemma":[0.9928289,0.00005385292,0.001450888,0.002701011,0.001362285,0.00001655975,0.000009149228,0.00004922221,0.001528116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.914843,"threshold_uncertainty_score":0.996218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2063091284","doi":"10.1177/1527154406292854","title":"Innovations in Health Care Delivery: Responses to Global Nurse Migration—A Research Example","year":2006,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Canadian Foundation for Healthcare Improvement; Canadian Institutes of Health Research","funders":"","keywords":"Overtime; Demographics; Nursing; Work (physics); Perception; Mental health; Verbal abuse; Work environment; Health care; Medicine; Psychology; Job satisfaction; Environmental health; Human factors and ergonomics; Poison control; Psychiatry; Political science","authors":[{"name":"Linda O’Brien‐Pallas","is_ca":true},{"name":"Sping Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1516021504915961,"gpt":0.5897422923217464,"spread":0.4381401418301503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00356565,0.0003211309,0.0004636408,0.001171136,0.002646289,0.0001083659,0.0004559442,0.000338041,0.00005987055],"category_scores_gemma":[0.009727241,0.0003697725,0.00005020121,0.005132634,0.0002638695,0.0006594633,0.0001097535,0.001438114,0.0007597226],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0130876,"about_ca_system_score_gemma":0.008530309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5679772,"about_ca_topic_score_gemma":0.03131973,"domain_scores_codex":[0.9883929,0.005298299,0.001573883,0.000679791,0.001075715,0.00297937],"domain_scores_gemma":[0.9905823,0.00481986,0.0004699646,0.0009146667,0.002560891,0.0006523477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003480208,0.0003883347,0.01565005,0.0002253603,0.000007465334,0.00001366045,0.02908689,0.0001269345,0.00001482032,0.8018733,0.1501078,0.002157465],"study_design_scores_gemma":[0.000811688,0.000313345,0.04725818,0.001625059,0.00001390397,0.00002166245,0.06793205,0.00004704003,0.00001093408,0.0228106,0.858852,0.0003035933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3661826,0.001821721,0.0004297915,0.4735725,0.001116642,0.00329807,0.0004896351,0.0003728047,0.1527162],"genre_scores_gemma":[0.9581149,0.00009009577,0.01222375,0.02222995,0.002237624,0.0002652009,0.0001893352,0.00007436305,0.004574752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7790626,"threshold_uncertainty_score":0.9998754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052804003","doi":"10.1177/1527154406292555","title":"In-Country Challenges to Addressing the Effects of Emerging Global Nurse Migration on Health Care Delivery","year":2006,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nursing; Healthcare delivery; Health care; Medicine; Political science","authors":[{"name":"Mary Ellen Jeans","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04895063744363436,"gpt":0.4956599635896946,"spread":0.4467093261460602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007985672,0.0003164776,0.000464833,0.0002748859,0.001056926,0.00003200419,0.000307888,0.0002418855,0.000006788335],"category_scores_gemma":[0.002930765,0.0002823608,0.00006484387,0.000809073,0.0001320034,0.0004318133,0.0000488556,0.0007564256,0.00007384489],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004200234,"about_ca_system_score_gemma":0.001479661,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09408538,"about_ca_topic_score_gemma":0.006173472,"domain_scores_codex":[0.9945289,0.001897596,0.0009580674,0.0004275622,0.000634049,0.001553792],"domain_scores_gemma":[0.9944664,0.003443812,0.0007405583,0.0006247569,0.0004271452,0.0002972864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004439822,0.0007132915,0.001542165,0.003482334,0.0000313333,0.0000258217,0.12376,0.0006000633,0.0000649245,0.7909805,0.0529729,0.0253827],"study_design_scores_gemma":[0.00314,0.001601144,0.05212127,0.03097327,0.0002247732,0.00005379737,0.2290742,0.0002281448,0.0003369659,0.02344694,0.6578274,0.0009720329],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.26812,0.0272798,0.0001147159,0.5543959,0.004169217,0.00369842,0.0001405642,0.000232564,0.1418488],"genre_scores_gemma":[0.9699944,0.0008380707,0.0009459956,0.02571258,0.002131309,0.00008588909,0.00002545072,0.00005184929,0.0002144577],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7675335,"threshold_uncertainty_score":0.9999629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2121460829","doi":"10.1177/1527154408328661","title":"Yes We Can!","year":2008,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Nurses Association","funders":"","keywords":"Health equity; Health care; Intervention (counseling); Demographics; Tipping point (physics); Nursing; Political science; Work (physics); Health policy; Medicine; Public relations; Economic growth; Public health; Sociology; Economics; Engineering","authors":[{"name":"Michael Villeneuve","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06743694961222847,"gpt":0.3949245322712058,"spread":0.3274875826589773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006241233,0.0004466859,0.0003892417,0.0006108553,0.001325847,0.000276545,0.0004942793,0.0002755521,0.00007591684],"category_scores_gemma":[0.005880185,0.0005083305,0.0001572102,0.0008437938,0.0008193678,0.001518873,0.00001307338,0.0009333222,0.000509991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001265215,"about_ca_system_score_gemma":0.001104753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004723964,"about_ca_topic_score_gemma":0.00002900314,"domain_scores_codex":[0.9957891,0.0007562821,0.0005793856,0.0006176092,0.0007936531,0.001463979],"domain_scores_gemma":[0.995289,0.002276881,0.0004906339,0.0009269961,0.0004283969,0.0005880873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009644053,0.004534008,0.001326201,0.0002665024,0.0002369945,0.0001256945,0.298173,0.00006640573,0.001943419,0.2401106,0.4271104,0.02514231],"study_design_scores_gemma":[0.0009320743,0.0003166659,0.004054493,0.0003530775,0.0004508036,0.003771213,0.01540682,0.00006589999,0.003388496,0.03188739,0.9385521,0.0008209819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01703037,0.002080189,0.0004073986,0.8433612,0.007394867,0.0004244599,0.00003184594,0.0006277193,0.128642],"genre_scores_gemma":[0.9544485,0.0002867585,0.006203852,0.02421137,0.007575,0.00002190875,0.00003690305,0.00017937,0.007036327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9374182,"threshold_uncertainty_score":0.9999743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886658848","doi":"10.1177/1527154418792538","title":"Characteristics of Nurse Practitioner Practice in Family Health Teams in Ontario, Canada","year":2018,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Institute for Clinical Evaluative Sciences; Queen's University; Bruyère; University of Ottawa; Laurentian University","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Nurse practitioners; Nursing; Health care; Coding (social sciences); Family medicine; Medicine; Healthcare service; Psychology","authors":[{"name":"Roberta Heale","is_ca":true},{"name":"Simone Dahrouge","is_ca":true},{"name":"Sharon Johnston","is_ca":true},{"name":"Joan Tranmer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03701662251318305,"gpt":0.4426235354350198,"spread":0.4056069129218368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003361652,0.0004317311,0.0008423051,0.0006657085,0.0007672762,0.0000594194,0.0004068842,0.0003520399,0.0002944366],"category_scores_gemma":[0.01611058,0.0004759003,0.00005917907,0.001024181,0.000318658,0.002007814,0.00006353587,0.002775205,0.000100755],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01097212,"about_ca_system_score_gemma":0.037685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967897,"about_ca_topic_score_gemma":0.9647421,"domain_scores_codex":[0.9914804,0.0030964,0.002007067,0.0006257516,0.0009027598,0.001887651],"domain_scores_gemma":[0.9867913,0.008089311,0.002721634,0.0008575529,0.00103932,0.0005009472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004776958,0.008845147,0.1065281,0.001020891,0.0003049307,0.0003362116,0.296704,0.0000530123,0.0005013945,0.3471984,0.2002624,0.03346866],"study_design_scores_gemma":[0.001408038,0.0004064569,0.1878226,0.001953593,0.0001042741,0.0000934265,0.04293272,0.00006142657,0.00002173496,0.002242496,0.7625211,0.0004321164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2055014,0.0006637507,0.000252276,0.2768663,0.006421358,0.001968795,0.0002042452,0.0001147638,0.5080071],"genre_scores_gemma":[0.9488769,0.0002975771,0.00547283,0.03918359,0.001832136,0.00006074661,0.0000812736,0.0001121711,0.004082784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7433754,"threshold_uncertainty_score":0.9997693,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107393875","doi":"10.1177/1527154409357795","title":"A Conceptual Framework for Understanding Interorganizational Relationships Between Nursing Homes and Emergency Departments: Examples From the Canadian Setting","year":2009,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland; Simon Fraser University; University of New Brunswick","funders":"","keywords":"Health care; Conceptual model; Nursing; Emergency department; Conceptual framework; Psychology; Organizational culture; Public relations; Business; Sociology; Medicine; Political science; Computer science","authors":[{"name":"Rose McCloskey","is_ca":true},{"name":"Michael Campo","is_ca":true},{"name":"Robert Savage","is_ca":true},{"name":"SueAnn Mandville-Anstey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1920787708723695,"gpt":0.4674000591853279,"spread":0.2753212883129584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0008471045,0.0002485692,0.0002790658,0.0002388521,0.005256366,0.0001260791,0.0002067798,0.0003556836,0.00005882413],"category_scores_gemma":[0.01001727,0.0002333176,0.00006268032,0.0004342895,0.0002658168,0.0004688868,0.00001842759,0.0009750741,0.00001784752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002900453,"about_ca_system_score_gemma":0.001450831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03560764,"about_ca_topic_score_gemma":0.005995663,"domain_scores_codex":[0.9968613,0.0008642747,0.0006107635,0.0003690581,0.0002964962,0.0009981514],"domain_scores_gemma":[0.9893948,0.009134946,0.0004256465,0.0003186624,0.0002858334,0.0004400527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002492662,0.00003792744,0.01457767,0.000009382138,0.00005889313,8.334576e-7,0.07749017,0.000002189478,0.000004787936,0.8903512,0.01638064,0.001061383],"study_design_scores_gemma":[0.000450394,0.00008199433,0.09066537,0.0005656778,0.0003744931,0.000007543981,0.1222748,0.00003271138,0.000005124324,0.7706472,0.01463629,0.0002583392],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0934544,0.002943259,0.2520106,0.623952,0.004321885,0.002686958,0.001480283,0.0003755092,0.01877513],"genre_scores_gemma":[0.9786365,0.00005676841,0.01489455,0.00202125,0.003856572,0.00001790497,0.0003347363,0.00005041794,0.0001313288],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8851821,"threshold_uncertainty_score":0.9983218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3024341321","doi":"10.1177/1527154420923733","title":"Medical Assistance in Dying: A Review of Canadian Regulatory Documents","year":2020,"lang":"en","type":"review","venue":"Policy Politics & Nursing Practice","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Nurses Association","funders":"","keywords":"Legislation; Jurisdiction; Government (linguistics); Health care; Legislature; Public administration; Political science; Public relations; Nursing; Public policy; Medicine; Law","authors":[{"name":"Michael Villeneuve","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1510563756848488,"gpt":0.5646083165152442,"spread":0.4135519408303955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.006257338,0.0005454706,0.003187328,0.001033541,0.0004743194,0.00001437245,0.0007256778,0.001925639,0.0003419106],"category_scores_gemma":[0.04713831,0.0005073426,0.0003672027,0.002764657,0.0002944583,0.0002702608,0.00008221516,0.0070358,0.0002782189],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006125356,"about_ca_system_score_gemma":0.08752653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2550797,"about_ca_topic_score_gemma":0.007366413,"domain_scores_codex":[0.9867281,0.006435629,0.003018956,0.0006312989,0.001352739,0.001833267],"domain_scores_gemma":[0.9877601,0.006467823,0.001960327,0.0009848401,0.0004064677,0.002420425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005180642,0.0001058019,0.00001207726,0.4004257,0.0001331728,0.0001660983,0.008362794,1.522707e-8,1.229196e-8,0.07637495,0.1101998,0.4042144],"study_design_scores_gemma":[0.000202325,0.00002654831,0.000009338071,0.3625529,0.0004781542,0.00004233722,0.0006958725,0.000001827805,6.794944e-9,0.0001903619,0.6355953,0.0002049598],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[6.346536e-7,0.8276955,0.000006010828,0.07477311,0.0008346679,0.001681839,0.00009292276,0.00004104772,0.09487422],"genre_scores_gemma":[0.000007513079,0.9238386,0.000423171,0.07216401,0.002437698,0.0001186633,0.00009722051,0.0001163172,0.0007968522],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5253955,"threshold_uncertainty_score":0.9997378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2121668129","doi":"10.1177/1527154410396222","title":"Walking the Talk: Insights Into Dynamics of Race and Gender for Nurses","year":2010,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"","keywords":"Situated; Qualitative research; Focus group; Race (biology); Sociology; Grounded theory; Equity (law); Content analysis; Public relations; Gender studies; Psychology; Social psychology; Political science; Social science","authors":[{"name":"Jacqueline Choiniere","is_ca":true},{"name":"Judith A. MacDonnell","is_ca":true},{"name":"Hope Shamonda","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0278840585961508,"gpt":0.4016991642902372,"spread":0.3738151056940864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008764211,0.0001288909,0.0001621621,0.0001298713,0.001248158,0.0001911965,0.0002856063,0.0001491313,0.000008225452],"category_scores_gemma":[0.005657228,0.0001063256,0.00005433391,0.0003072473,0.001012595,0.0005943332,0.00003275981,0.0003318424,0.000003253336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001540844,"about_ca_system_score_gemma":0.0004733399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00743529,"about_ca_topic_score_gemma":0.001164488,"domain_scores_codex":[0.998556,0.0002111121,0.000229792,0.000207549,0.0003049327,0.0004906215],"domain_scores_gemma":[0.9965414,0.002533093,0.0002527279,0.0002671996,0.0002628007,0.0001427464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001708903,0.00007502692,0.0002486448,0.0000247855,0.00001938153,7.763538e-7,0.09472769,0.00000299628,0.0006965359,0.8910371,0.0003760438,0.01277395],"study_design_scores_gemma":[0.000403189,0.00007534543,0.0008713296,0.0001751048,0.0002688516,0.00003288139,0.1423861,0.001091052,0.0009541988,0.5437236,0.3096625,0.0003558172],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8381507,0.0006227822,0.001746092,0.09374997,0.002568841,0.0008050967,0.00001298198,0.00009734723,0.06224623],"genre_scores_gemma":[0.9933581,0.0002048986,0.003253567,0.0009729594,0.001234207,0.00001378998,0.000003310939,0.00002188281,0.000937314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3473134,"threshold_uncertainty_score":0.9991743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153852304","doi":"10.1177/152715440000100302","title":"Data Driven Policy: The Case for Certification Research","year":2000,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Credentialing; Certification; Workforce; Psychological intervention; Public policy; Quality (philosophy); Professional certification (computer technology); Professional association; Business; Public relations; Nursing; Medical education; Political science; Medicine","authors":[{"name":"Ann H. Cary","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2936108054957167,"gpt":0.5248355250533515,"spread":0.2312247195576348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005540018,0.0003399178,0.0002739382,0.0006388122,0.002942291,0.001109662,0.00151918,0.0002604256,0.00009788229],"category_scores_gemma":[0.02316274,0.0003147516,0.00009689588,0.001144811,0.001057853,0.002324994,0.00003435725,0.001168023,0.0004124673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001746881,"about_ca_system_score_gemma":0.002041008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02020935,"about_ca_topic_score_gemma":0.0002502932,"domain_scores_codex":[0.9936139,0.002216192,0.0006437819,0.0009048852,0.0009200999,0.001701128],"domain_scores_gemma":[0.9848585,0.01004766,0.0003436296,0.003156552,0.001164334,0.0004292928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001473665,0.002477875,0.00004770478,0.0001979579,0.0001616863,0.00004297775,0.06936241,0.0001416803,0.0006386262,0.3706497,0.3057875,0.2490181],"study_design_scores_gemma":[0.0006175347,0.0002337637,0.0004532168,0.0001533838,0.0003957117,0.003875737,0.01879937,0.00270877,0.0003823338,0.04813834,0.9238517,0.0003901089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01073936,0.0004254974,0.0004904954,0.8996725,0.00175592,0.001374878,0.0003083522,0.0002500136,0.08498298],"genre_scores_gemma":[0.9665091,0.0000726139,0.004816209,0.009457099,0.01268271,0.0001068415,0.0002675066,0.0001707231,0.005917187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9557698,"threshold_uncertainty_score":0.9999304,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151776278","doi":"10.1177/1527154022374","title":"Nursing Human Resource Planning in Alberta: What Went Wrong?","year":2002,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University; University of Alberta","funders":"","keywords":"Economic shortage; Nursing shortage; Nursing; Politics; Population; Health care; Human resources; Medicine; Resource (disambiguation); Political science; Nurse education; Economic growth; Government (linguistics); Environmental health; Economics","authors":[{"name":"Shannon D. Scott","is_ca":true},{"name":"Carole A. Estabrooks","is_ca":true},{"name":"Daniel Cohn","is_ca":true},{"name":"Carolee Pollock","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.109496011712478,"gpt":0.5221294715766113,"spread":0.4126334598641332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001115066,0.0004920908,0.0006316873,0.0006872544,0.002163669,0.0002102872,0.0005017963,0.0005488238,0.0003440885],"category_scores_gemma":[0.003599457,0.0005568656,0.0001019551,0.0009769348,0.0003587163,0.002088868,0.00009279451,0.002247619,0.0009573387],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004707977,"about_ca_system_score_gemma":0.0003828899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02161298,"about_ca_topic_score_gemma":0.000267601,"domain_scores_codex":[0.9920729,0.002020731,0.001398701,0.0007135269,0.0007180063,0.003076098],"domain_scores_gemma":[0.9929072,0.004309896,0.0007936458,0.0009424449,0.00024605,0.0008008129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001445812,0.001513221,0.003946841,0.0003875719,0.00004621949,0.0001081737,0.2311087,0.000395791,0.00004692255,0.6534389,0.09332787,0.01553515],"study_design_scores_gemma":[0.001889892,0.0002411782,0.002832316,0.02250286,0.0001384328,0.0001273024,0.09691121,0.001158702,0.00002524703,0.02298486,0.8504137,0.0007743413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06302739,0.006001143,0.00009602682,0.1958554,0.001990483,0.001429879,0.00001157686,0.0003446105,0.7312435],"genre_scores_gemma":[0.9515244,0.0003782318,0.001395515,0.02078753,0.003491058,0.00008372146,0.00003583851,0.0001765031,0.02212724],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.888497,"threshold_uncertainty_score":0.9998205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206172235","doi":"10.1177/15271544211071099","title":"Public Opinion Leadership in Nursing Practice: A Rogerian Concept Analysis","year":2022,"lang":"en","type":"review","venue":"Policy Politics & Nursing Practice","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Public relations; CINAHL; Credibility; Health care; Nursing; Politics; Licensure; CLARITY; Political science; Context (archaeology); Public opinion; Psychology; Medicine; MEDLINE; Law","authors":[{"name":"Marjolein van Wijk","is_ca":false},{"name":"Pieterbas Lalleman","is_ca":true},{"name":"Greta G. Cummings","is_ca":true},{"name":"Jill Engel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3012505456296168,"gpt":0.4843525720426387,"spread":0.1831020264130219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.005718233,0.001913678,0.003887059,0.007614934,0.001745777,0.002271697,0.002020815,0.001423343,0.0005703766],"category_scores_gemma":[0.0366795,0.002278338,0.001655681,0.01202431,0.001312867,0.005207988,0.00006702026,0.006123987,0.0002651165],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01405726,"about_ca_system_score_gemma":0.006096552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002556173,"about_ca_topic_score_gemma":0.00003692514,"domain_scores_codex":[0.9753895,0.01258085,0.003039609,0.002496202,0.002373542,0.004120265],"domain_scores_gemma":[0.9726205,0.01806918,0.004689537,0.002793478,0.0006212919,0.001205937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002946937,0.005397616,0.000007897787,0.004283431,0.001830096,0.00006708617,0.04890897,0.00003579413,4.635723e-7,0.09596819,0.01117271,0.832033],"study_design_scores_gemma":[0.0007686184,0.0003307256,0.000017053,0.01082284,0.01736381,0.001741374,0.04711539,0.00005042255,0.000001364789,0.003598535,0.9162989,0.001890954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[6.029344e-7,0.7956955,0.0003857368,0.1523331,0.008956817,0.001655274,0.0001491505,0.0004403421,0.04038341],"genre_scores_gemma":[0.0009340094,0.9664606,0.004128178,0.0128712,0.01026911,0.0004588767,0.002746316,0.0009112554,0.001220417],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9051262,"threshold_uncertainty_score":0.999873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312019115","doi":"10.1177/15271544221140475","title":"New Graduate Nurses’ Incivility Experiences: The Roles of Workplace Empowerment, Nursing Leadership and Areas of Worklife","year":2022,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Northern British Columbia","funders":"","keywords":"Incivility; Empowerment; Workload; Psychology; Burnout; Nursing; Perception; Social psychology; Medicine; Management; Political science","authors":[{"name":"Sheila Blackstock","is_ca":true},{"name":"Greta G. Cummings","is_ca":true},{"name":"Florence Glanfield","is_ca":true},{"name":"Olive Yonge","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09860045631689947,"gpt":0.403499714093377,"spread":0.3048992577764776,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002175433,0.0002115422,0.0003203814,0.0002225228,0.001656759,0.0001261151,0.0005992748,0.00008843826,0.00009458926],"category_scores_gemma":[0.002825355,0.0001990366,0.0001025419,0.00114827,0.001855918,0.0005729425,0.00008400979,0.0005426161,0.000002677061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005507789,"about_ca_system_score_gemma":0.001534473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007003694,"about_ca_topic_score_gemma":0.0001101003,"domain_scores_codex":[0.9960521,0.001135263,0.0005007965,0.0003543957,0.001102184,0.0008552242],"domain_scores_gemma":[0.9964924,0.001989031,0.0006462861,0.0004254064,0.0001640728,0.0002827888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001978636,0.0004327162,0.002617069,0.00003084443,0.00004420224,0.000003485605,0.7978129,0.00008269141,0.00009929915,0.1720945,0.004505261,0.02207922],"study_design_scores_gemma":[0.0002958372,0.0001287112,0.00103144,0.0006840637,0.0001372744,0.00002918999,0.956095,0.00003997266,0.000345516,0.0228748,0.01810082,0.0002373339],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8370368,0.003207683,0.0004952998,0.1008902,0.001312871,0.0007218211,0.00002084403,0.0001040787,0.05621038],"genre_scores_gemma":[0.9962595,0.0001760108,0.0006320514,0.001067804,0.0005877721,0.00002555649,0.000002643397,0.00002341395,0.001225318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1592226,"threshold_uncertainty_score":0.999643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990168263","doi":"10.1177/1527154407299646","title":"Health Care Technology Adoption and Diffusion in a Social Context","year":2007,"lang":"en","type":"review","venue":"Policy Politics & Nursing Practice","topic":"Global Health Care Issues","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; University of Toronto","funders":"","keywords":"Business; Health care; Context (archaeology); Product (mathematics); Sustainability; Purchasing; Health technology; Marketing; Diffusion of innovations; Public sector; Public economics; Public relations; Economics; Economic growth; Political science","authors":[{"name":"Peter C. Coyte","is_ca":true},{"name":"Dave Holmes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1627142703970687,"gpt":0.6187644538838504,"spread":0.4560501834867817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001543628,0.0006671752,0.002446092,0.002171684,0.001751026,0.00003640276,0.0003362964,0.002063245,0.0000120891],"category_scores_gemma":[0.00361114,0.0006831769,0.0001617139,0.001598653,0.0003995249,0.0002688263,0.0002179211,0.003887784,0.0003070204],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01162177,"about_ca_system_score_gemma":0.007257556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01433637,"about_ca_topic_score_gemma":0.0008939881,"domain_scores_codex":[0.9914907,0.002759789,0.002059987,0.0007790249,0.0005022268,0.002408267],"domain_scores_gemma":[0.9937058,0.002747506,0.001971215,0.0005447287,0.0005302905,0.0005004383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002438239,0.0001201111,0.00001180783,0.0221792,0.0000190258,0.00001854059,0.01556153,1.414589e-8,1.815183e-8,0.1743619,0.004612057,0.7830915],"study_design_scores_gemma":[0.0005703415,0.0001568789,0.00007629854,0.04042499,0.0002318919,0.0001332989,0.02644744,9.483105e-7,1.652136e-8,0.00177159,0.9297915,0.0003948345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002912273,0.9473555,0.00003815487,0.03233026,0.001145286,0.002728975,0.0001955282,0.0002528629,0.01592428],"genre_scores_gemma":[0.0008683838,0.9871733,0.0009155375,0.007171206,0.003050936,0.0001486675,0.0001745053,0.0001554375,0.0003419884],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9251794,"threshold_uncertainty_score":0.999562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2313982937","doi":"10.1177/1527154413510564","title":"Nurse Leaders’ Experiences of Implementing Regulatory Changes in Sexual Health Nursing Practice in British Columbia, Canada","year":2013,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"British Columbia Centre for Disease Control; Michael Smith Health Research BC","keywords":"Nursing; Certification; Situated; Health care; Context (archaeology); Qualitative research; Nursing research; Medicine; Nurse education; Political science; Sociology","authors":[{"name":"Vicky Bungay","is_ca":true},{"name":"Janine Stevenson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05891964993334083,"gpt":0.455743178684542,"spread":0.3968235287512012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00311706,0.0003231805,0.0007887303,0.0003969301,0.001235651,0.0002608833,0.0004537436,0.0002931487,0.000409283],"category_scores_gemma":[0.008077433,0.0005166078,0.00004375393,0.00108474,0.0005357249,0.00233767,0.00006084609,0.001687711,0.00001855743],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003989159,"about_ca_system_score_gemma":0.008299731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9929714,"about_ca_topic_score_gemma":0.961673,"domain_scores_codex":[0.9906858,0.003238632,0.001670427,0.0007243865,0.000972646,0.002708122],"domain_scores_gemma":[0.9903663,0.005924786,0.001968747,0.0006472156,0.0005699985,0.000522964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001041065,0.001820891,0.01790746,0.0007288443,0.00007901325,0.00007537664,0.7144076,0.0000246367,0.0001696707,0.004628614,0.1157263,0.1443275],"study_design_scores_gemma":[0.001108602,0.0002391197,0.02665192,0.003554868,0.00006090759,0.0001479062,0.8998159,0.0001391248,0.00002223829,0.001429249,0.06638502,0.0004451039],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8131839,0.002468541,0.00003349374,0.1494262,0.00195615,0.001865708,0.00005429577,0.00009074681,0.03092095],"genre_scores_gemma":[0.9814065,0.0001938396,0.002319425,0.01273904,0.001091731,0.000235229,0.00002976865,0.0001013983,0.001883101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1854084,"threshold_uncertainty_score":0.9998344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009405230","doi":"10.1177/1527154413484067","title":"Incorporating a Health Policy Practicum in a Graduate Training Program to Prepare Advanced Practice Nursing Health Services Researchers","year":2012,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Nurses Foundation; Health Canada; University of Victoria; Canadian Nurses Association; University of British Columbia; Laurentian University; McMaster University","funders":"Canadian Health Services Research Foundation","keywords":"Practicum; Narrative; Medical education; Nurse education; Nursing research; Graduate education; Nursing; Pedagogy; Political science; Medicine; Psychology","authors":[{"name":"Alba DiCenso","is_ca":true},{"name":"Laura Housden","is_ca":true},{"name":"Roberta Heale","is_ca":true},{"name":"Nancy Carter","is_ca":true},{"name":"B Canitz","is_ca":true},{"name":"Sandra MacDonald‐Rencz","is_ca":true},{"name":"Christine Buckley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.171815868183528,"gpt":0.5282619459125382,"spread":0.3564460777290102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01183705,0.00106117,0.001243593,0.002858243,0.002021672,0.001303439,0.0009649285,0.0003961014,0.000009484937],"category_scores_gemma":[0.0295709,0.001268935,0.0002164624,0.005441295,0.0006189675,0.01056796,0.00006716522,0.002691777,0.0001344111],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01258275,"about_ca_system_score_gemma":0.008708164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0338122,"about_ca_topic_score_gemma":0.0004865649,"domain_scores_codex":[0.9811015,0.006933722,0.002184427,0.001524098,0.002292693,0.005963605],"domain_scores_gemma":[0.9846813,0.006075541,0.003185784,0.001628286,0.001107582,0.003321511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002019449,0.007414824,0.0003081645,0.0008422309,0.0001073214,0.00001342173,0.5677555,0.0002480292,0.0001413246,0.04060198,0.004569852,0.3759779],"study_design_scores_gemma":[0.002836535,0.003364019,0.004881303,0.009465635,0.0002974912,0.002400955,0.5938637,0.0006838924,0.0002360186,0.01132913,0.3687722,0.001869112],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01140129,0.00328776,0.0007150929,0.9483224,0.003619154,0.004540034,0.00005057331,0.001036274,0.02702748],"genre_scores_gemma":[0.8274907,0.0001404525,0.1041219,0.06108263,0.00588549,0.000367386,0.0001365491,0.0004083744,0.0003664188],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8872397,"threshold_uncertainty_score":0.9997333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128011581","doi":"10.1177/1527154406289638","title":"Sociopolitical Determinants of an AIDS Prevention Program: Multiple Actors and Vertical Relationships of Control and Influence","year":2006,"lang":"en","type":"review","venue":"Policy Politics & Nursing Practice","topic":"Community Health and Development","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Premise; Politics; Public relations; Control (management); Political science; Sociology; Management; Economics; Law","authors":[{"name":"Hélène Laperrière","is_ca":true},{"name":"Ricardo Zúñiga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2077311601979167,"gpt":0.584431295047291,"spread":0.3767001348493743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001802467,0.0003732415,0.00145488,0.0004310535,0.0008113199,0.00002638282,0.0002037939,0.0007616836,0.000003578597],"category_scores_gemma":[0.01575528,0.0003542895,0.0001137557,0.0003057828,0.000693938,0.0004811902,0.0001085008,0.00180918,0.000006112446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005984342,"about_ca_system_score_gemma":0.003933462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004197419,"about_ca_topic_score_gemma":0.0001383162,"domain_scores_codex":[0.991922,0.004544991,0.0018834,0.0003404031,0.0003700941,0.0009391562],"domain_scores_gemma":[0.9849676,0.01245456,0.0009594162,0.0005353863,0.0004825495,0.0006004474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001627271,0.001995563,0.0121238,0.05584088,0.000141151,0.000005449203,0.007348389,4.967682e-7,0.000001064752,0.1105984,0.00008822636,0.8116938],"study_design_scores_gemma":[0.004963605,0.002186931,0.06022856,0.07653456,0.005210367,0.0002906902,0.006284781,0.0003913499,0.00000371827,0.03275965,0.8097622,0.001383574],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1457125,0.837842,0.0002066071,0.001657758,0.0005137268,0.009385057,0.0004207203,0.0002244645,0.004037224],"genre_scores_gemma":[0.2834165,0.7010372,0.0130654,0.0006426986,0.0007035079,0.0005324641,0.0001959521,0.0001711791,0.0002351008],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8103102,"threshold_uncertainty_score":0.9998909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379094306","doi":"10.1177/15271544231176255","title":"From a Criminal to a Human-Rights Issue: Re-Imagining Policy Solutions to Homelessness","year":2023,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Cognitive reframing; Punitive damages; Criminology; Human rights; Equity (law); Criminal justice; Political science; Public policy; Sociology; Law; Psychology; Social psychology","authors":[{"name":"Tasneem Owadally","is_ca":true},{"name":"Quinn Grundy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1452469456689017,"gpt":0.5366340237314905,"spread":0.3913870780625888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001155133,0.0004913953,0.0009332607,0.001581307,0.005408761,0.0002235132,0.0006879992,0.0003910216,0.0002948367],"category_scores_gemma":[0.004614005,0.0005331959,0.000150047,0.003083711,0.0002074734,0.000726147,0.0003923006,0.00114433,0.007398359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001892527,"about_ca_system_score_gemma":0.001405743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.335563,"about_ca_topic_score_gemma":0.007222886,"domain_scores_codex":[0.9931472,0.00129383,0.001000034,0.0008068794,0.0008114341,0.00294062],"domain_scores_gemma":[0.9937853,0.002737832,0.0003684753,0.000971285,0.0007619191,0.001375165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005712369,0.0002231948,0.00008310058,0.00009872948,0.00006363902,0.00004340206,0.5168092,0.00003810588,0.0003682759,0.4720093,0.008127951,0.002077931],"study_design_scores_gemma":[0.0007412212,0.0001486642,0.004266586,0.001158172,0.0002674485,0.000002024272,0.4385888,0.0000772606,0.0001279436,0.1021473,0.4517218,0.0007528379],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4342857,0.0001409554,0.001932345,0.292049,0.00326097,0.001931357,0.0006966525,0.001750155,0.2639529],"genre_scores_gemma":[0.9677328,0.0000198332,0.001716867,0.006408017,0.01599657,0.0003131205,0.0001202053,0.0001525638,0.007540042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.533447,"threshold_uncertainty_score":0.9997119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2096464506","doi":"10.1177/1527154413493671","title":"Lessons in Media Advocacy: A Look Back at Saskatchewan's Nursing Education Debate","year":2013,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan; University of Regina","funders":"","keywords":"Licensure; Government (linguistics); Realm; Nursing; Nurse education; Public policy; Public relations; Political science; Medicine; Public administration","authors":[{"name":"Marie Dietrich Leurer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03916317256803648,"gpt":0.3830782889570472,"spread":0.3439151163890107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00098591,0.0006709735,0.0005855911,0.001170514,0.000723208,0.0007124871,0.0006247929,0.0004723859,0.0004008832],"category_scores_gemma":[0.005245741,0.0007906148,0.0001739584,0.001300973,0.0008330962,0.003354149,0.00002530681,0.001222724,0.002723886],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00568846,"about_ca_system_score_gemma":0.003605345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01914105,"about_ca_topic_score_gemma":0.0004463546,"domain_scores_codex":[0.9937831,0.001318047,0.001010049,0.0009950633,0.0008540403,0.002039765],"domain_scores_gemma":[0.9932276,0.003277763,0.0008119458,0.001203345,0.0006460315,0.0008333354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008376526,0.01331963,0.001713713,0.0003800835,0.0001189174,0.00001479073,0.5055302,0.00008004797,0.005310306,0.04299412,0.2128239,0.2168767],"study_design_scores_gemma":[0.004092197,0.0006353604,0.04351752,0.006834387,0.001375651,0.002912548,0.4053966,0.0006791786,0.008641331,0.2410149,0.2814508,0.00344943],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1424409,0.002000766,0.000327252,0.6913416,0.01070641,0.001506314,0.00001960274,0.0003937344,0.1512634],"genre_scores_gemma":[0.9641266,0.00006978743,0.01000336,0.0143356,0.004705789,0.0001140761,0.000139655,0.0002528029,0.006252299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8216857,"threshold_uncertainty_score":0.9994545,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073699500","doi":"10.1177/1527154409344347","title":"The Politics of Nursing Care","year":2009,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Political and Economic history of UK and US","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Politics; Nursing; Nursing care; Medicine; Political science; Law","authors":[{"name":"Patrick O’Byrne","is_ca":true},{"name":"Dave Holmes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04645107251422806,"gpt":0.4149425958780538,"spread":0.3684915233638257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005289679,0.0001665557,0.0002303847,0.0001247664,0.002511853,0.0001523266,0.0004200059,0.0001459375,0.00001874151],"category_scores_gemma":[0.002900906,0.0001521098,0.0001364514,0.0002219324,0.001606602,0.0004216903,0.00001049591,0.0002815108,0.00006042832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001525236,"about_ca_system_score_gemma":0.001232849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00466443,"about_ca_topic_score_gemma":0.00003359674,"domain_scores_codex":[0.997494,0.0003292713,0.0004139633,0.0002167459,0.0003611594,0.001184904],"domain_scores_gemma":[0.9975559,0.0011024,0.000225675,0.0003575691,0.0002850573,0.0004734682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001196446,0.0001445427,0.000006601244,0.000004779403,0.0000102578,0.000001741622,0.04850796,0.000003409592,0.00001431818,0.9153357,0.003673469,0.03228531],"study_design_scores_gemma":[0.0001787626,0.00009595642,0.0003827112,0.0001153456,0.00008384938,0.00001519608,0.04032699,0.00001604953,0.0001001229,0.294771,0.6637354,0.0001785185],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007648111,0.00203671,0.0001307864,0.1121037,0.0008461655,0.0001620391,0.00002361058,0.00008189485,0.876967],"genre_scores_gemma":[0.9868976,0.0002600249,0.000593608,0.003171862,0.002600511,0.00000215985,0.000003541744,0.00001635693,0.006454347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9792495,"threshold_uncertainty_score":0.9987867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2312528374","doi":"10.1177/1527154414544965","title":"Use of Modified Delphi to Plan Knowledge Translation for Decision Makers: An Application in the Field of Advanced Practice Nursing","year":2014,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Canada; McMaster University","funders":"","keywords":"Delphi method; Dissemination; Delphi; Context (archaeology); Knowledge translation; Key (lock); Knowledge management; Process (computing); Nursing; Public relations; Plan (archaeology); Face (sociological concept); Medical education; Psychology; Medicine; Business; Computer science; Political science; Sociology","authors":[{"name":"Nancy Carter","is_ca":true},{"name":"John N. Lavis","is_ca":true},{"name":"Sandra MacDonald‐Rencz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2874755902459845,"gpt":0.5826228660997376,"spread":0.2951472758537531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004296347,0.0001285476,0.0002097761,0.0004395949,0.0002757415,0.0001153887,0.000499343,0.0001812281,0.000001278672],"category_scores_gemma":[0.05433136,0.0001273565,0.00005791784,0.0009050497,0.0002454291,0.001432697,0.00001335274,0.0002605918,0.000002527059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003442653,"about_ca_system_score_gemma":0.0003899867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007990306,"about_ca_topic_score_gemma":0.0005770809,"domain_scores_codex":[0.9968284,0.00122849,0.0005215589,0.0002854168,0.0006340395,0.0005020719],"domain_scores_gemma":[0.9643624,0.03388185,0.0003617361,0.0005252185,0.000720868,0.0001479688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006386506,0.0007758496,0.000008834778,0.00003014612,0.000006913339,2.680249e-7,0.08126179,0.0006252191,0.001371248,0.5292798,0.0007381775,0.3852631],"study_design_scores_gemma":[0.00174647,0.002247168,0.0009152568,0.00195024,0.0003228447,0.00002814831,0.1079743,0.02975071,0.007929893,0.2950425,0.5513267,0.0007658013],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03731241,0.0001131396,0.7650387,0.1415559,0.0002532484,0.003600695,0.00004060008,0.0001015556,0.05198381],"genre_scores_gemma":[0.8960125,0.00003540619,0.102382,0.001128229,0.0002972242,0.00009449318,0.000007917689,0.0000226085,0.00001968142],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8587,"threshold_uncertainty_score":0.9986156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117312393","doi":"10.1177/1527154406293488","title":"Health Services Delivery: Reframing Policies for Global Nursing Migration in North America—A Canadian Perspective","year":2006,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; Hospital for Sick Children","funders":"","keywords":"Cognitive reframing; Perspective (graphical); Nursing; Health human resources; Political science; Medicine; Human resources; Business; Psychology","authors":[{"name":"Margaret Keatings","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02914936042241988,"gpt":0.469396741310682,"spread":0.4402473808882622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006101807,0.0004344314,0.0006308157,0.0006376702,0.002361158,0.0001150506,0.0003567213,0.0003156879,0.00001127629],"category_scores_gemma":[0.0008658159,0.0005061175,0.00009902938,0.001694671,0.000260757,0.0009241428,0.00003129417,0.0007439805,0.00008051828],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0282895,"about_ca_system_score_gemma":0.006779797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9839334,"about_ca_topic_score_gemma":0.8939583,"domain_scores_codex":[0.9935647,0.001049002,0.001141363,0.0006337967,0.0004563194,0.003154772],"domain_scores_gemma":[0.9954465,0.001255507,0.0008959224,0.0005052593,0.001025424,0.0008713861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002500666,0.0005585217,0.0313854,0.0005539766,0.00003654232,0.00001162219,0.1251449,0.0008814618,0.000004928923,0.8188177,0.01375363,0.008601217],"study_design_scores_gemma":[0.001956328,0.0004883963,0.1131359,0.005446668,0.0001508225,0.00005940693,0.3383998,0.003208553,0.000004684656,0.09259412,0.4436305,0.000924841],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2956491,0.004815949,0.001170821,0.5326325,0.001977614,0.004861159,0.001537212,0.0005005462,0.1568551],"genre_scores_gemma":[0.962086,0.0002273563,0.007112515,0.02698073,0.002540872,0.0001219574,0.0003478714,0.00008038316,0.0005022741],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7262236,"threshold_uncertainty_score":0.9997391,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989781775","doi":"10.1177/1527154408327289","title":"The Impact of Global Inequities on Health Professional Migration","year":2008,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Society for International Health","funders":"","keywords":"Transparency (behavior); Accountability; Health care; Public health; Social determinants of health; Civil society; Economic growth; Healthcare system; Health policy; Global health; International health; Business; Political science; Public relations; Medicine; Nursing; Economics","authors":[{"name":"Janet Hatcher Roberts","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09731914151812497,"gpt":0.5695300405954556,"spread":0.4722108990773307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001282947,0.0002971039,0.0004499829,0.0001062968,0.003864368,0.00002153429,0.0003406752,0.0002304107,0.00003601134],"category_scores_gemma":[0.005629585,0.0002072097,0.0001501271,0.0006535588,0.0005109927,0.0004169854,0.00007016439,0.0008840347,0.0001756651],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005000478,"about_ca_system_score_gemma":0.008565344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06108258,"about_ca_topic_score_gemma":0.0003949002,"domain_scores_codex":[0.9940014,0.002142738,0.001161714,0.0002908812,0.0007546855,0.001648544],"domain_scores_gemma":[0.9926811,0.004187473,0.001283378,0.0006279825,0.0007195924,0.000500491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006255771,0.0006184347,0.01242687,0.0001484296,0.00006529949,0.000004917835,0.01838812,0.0001430207,0.000007982244,0.7206026,0.2435804,0.003388406],"study_design_scores_gemma":[0.003561703,0.004472977,0.3281856,0.007367294,0.0001128965,0.0004197724,0.0491544,0.001004673,0.00004524201,0.1379452,0.4667543,0.0009758792],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5217912,0.00196775,0.0001415332,0.3368619,0.002846956,0.002161483,0.0003782867,0.0002771616,0.1335737],"genre_scores_gemma":[0.9859769,0.0009530648,0.0005749352,0.007496092,0.001609139,0.00005574648,0.00003418247,0.00003874044,0.003261184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5826574,"threshold_uncertainty_score":0.9988192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2511457574","doi":"10.1177/1527154416665099","title":"Competency Development to Support Safe Nurse Practitioner Prescribing of Controlled Drugs and Substances in British Columbia","year":2016,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"College & Association of Registered Nurses of Alberta","funders":"","keywords":"Scope (computer science); Nursing; Legislation; Health authority; Likert scale; Medicine; Process (computing); Medical education; Process management; Psychology; Political science; Business; Computer science","authors":[{"name":"Alison Wainwright","is_ca":true},{"name":"Tracy Klein","is_ca":false},{"name":"Chris Daly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03268194412641851,"gpt":0.4090747250505578,"spread":0.3763927809241392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00188192,0.0002197245,0.0006863296,0.000276796,0.0008072524,0.0001610491,0.0002267504,0.0002157784,0.0004195748],"category_scores_gemma":[0.006793468,0.0002573302,0.00005435793,0.0004083803,0.0002094434,0.00138891,0.00005406291,0.0005170553,0.0001102726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008977392,"about_ca_system_score_gemma":0.002378475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03650821,"about_ca_topic_score_gemma":0.01093038,"domain_scores_codex":[0.9953133,0.001216134,0.001294519,0.0005005764,0.0005482874,0.001127153],"domain_scores_gemma":[0.9914656,0.006160893,0.001016983,0.0003741437,0.0005564618,0.0004259029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004696809,0.005060547,0.1342921,0.001381661,0.0006125452,0.0001952394,0.1956345,0.00001477867,0.006169216,0.1227358,0.08332711,0.4458797],"study_design_scores_gemma":[0.01514085,0.0006162977,0.1007726,0.009969508,0.0003769478,0.0002607891,0.04639301,0.00002058876,0.000243458,0.01259174,0.8125892,0.00102498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6727222,0.001063192,0.0009370052,0.09557533,0.002057262,0.003147612,0.0001981378,0.0001660253,0.2241332],"genre_scores_gemma":[0.9760851,0.0002797139,0.009782335,0.003727377,0.0005220395,0.0001497973,0.00001321621,0.00006393114,0.009376463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7292621,"threshold_uncertainty_score":0.9999879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001916832","doi":"10.1177/1527154404269099","title":"Cause Celebre: Georgetown University Hospital’s Journey to Magnet","year":2004,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Nursing education and management","field":"Nursing","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Georgetown Hospital","funders":"","keywords":"Credentialing; Nursing; Health care; Public relations; Sociology; Medicine; Political science; Medical education; Law","authors":[{"name":"Joyce E. Johnson","is_ca":true},{"name":"Molly Craig Billingsley","is_ca":false},{"name":"Cheryl May","is_ca":false},{"name":"Linda Costa","is_ca":false},{"name":"Kate Hanson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02710050115947884,"gpt":0.352124633842034,"spread":0.3250241326825552,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000333157,0.0003218145,0.0002568641,0.0006795395,0.0006113494,0.0002929083,0.0004377056,0.000135595,0.00007272575],"category_scores_gemma":[0.001577148,0.0003985329,0.0001050723,0.000909486,0.0001955467,0.0008829337,0.000066098,0.0004310713,0.0006772086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003349576,"about_ca_system_score_gemma":0.000413211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005008783,"about_ca_topic_score_gemma":0.00002886978,"domain_scores_codex":[0.9973767,0.0002147099,0.0003230709,0.0005168471,0.0004786987,0.001089955],"domain_scores_gemma":[0.9977346,0.0002247601,0.0002383541,0.0007236359,0.0003150195,0.0007636106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002464767,0.002578071,0.00004034422,0.00005840864,0.00009516165,0.00007400093,0.02802823,0.0004757209,0.0004539739,0.4989803,0.4578738,0.01109551],"study_design_scores_gemma":[0.001090684,0.000491677,0.002604868,0.0002430302,0.0003446742,0.0001124056,0.006967533,0.00001136327,0.001051303,0.01432893,0.9722431,0.0005104257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02917438,0.00008945455,0.001105218,0.8536643,0.01131148,0.0007125523,0.00003915841,0.0004743582,0.1034291],"genre_scores_gemma":[0.9186406,0.0000475861,0.01397539,0.03505706,0.002536322,0.000006471699,0.00003437271,0.0001372333,0.02956495],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8894662,"threshold_uncertainty_score":0.9998466,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294921272","doi":"10.1177/15271544221121749","title":"Branded Care: The Policy Implications of Pharmaceutical Industry-Funded Nursing Care Related to Specialty Medicines","year":2022,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Specialty; Nursing; Formulary; Pharmaceutical care; Pharmaceutical industry; Health care; Medicine; Equity (law); Business; Pharmacy; Family medicine; Political science","authors":[{"name":"Quinn Grundy","is_ca":true},{"name":"Larkin Davenport Huyer","is_ca":true},{"name":"Lisa Parker","is_ca":false},{"name":"Lisa Bero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3093378685086715,"gpt":0.6135262761727401,"spread":0.3041884076640686,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001437957,0.0005268407,0.0006235872,0.0006780907,0.003005604,0.00006946405,0.001152796,0.0009048489,0.001089964],"category_scores_gemma":[0.003488119,0.0005091631,0.0002322795,0.002672886,0.001375281,0.0003188449,0.0002812904,0.007837956,0.00006940334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003381812,"about_ca_system_score_gemma":0.003057765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153601,"about_ca_topic_score_gemma":0.0000204361,"domain_scores_codex":[0.9920628,0.003414107,0.001199672,0.0007201011,0.0007886903,0.00181464],"domain_scores_gemma":[0.9932178,0.003015161,0.0005524448,0.0008319994,0.0008001933,0.001582355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0014463,0.00198169,0.001965678,0.0002805032,0.0004518779,0.00005268984,0.1028571,0.002506891,0.00465261,0.7531097,0.03733908,0.09335589],"study_design_scores_gemma":[0.003287796,0.0005497327,0.003640332,0.0001855642,0.001371482,0.0008716487,0.05478418,0.0002747248,0.008759338,0.02393993,0.9016116,0.0007236224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06564741,0.003434567,0.00009084854,0.7456023,0.003090801,0.00224966,0.001221138,0.000300618,0.1783627],"genre_scores_gemma":[0.9431062,0.0001751089,0.0001966842,0.05246415,0.002863685,0.00019228,0.0001260047,0.00009319802,0.0007826698],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8774588,"threshold_uncertainty_score":0.9998232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101422158","doi":"10.1177/1527154408323931","title":"Governing Masses","year":2008,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Context (archaeology); Perspective (graphical); Human immunodeficiency virus (HIV); Politics; Health care; Isolation (microbiology); Health policy; Intervention (counseling); Promotion (chess); Population; Political science; Sociology; Medicine; Public relations; Nursing; Law; Family medicine; Environmental health; Computer science; History","authors":[{"name":"Marilou Gagnon","is_ca":true},{"name":"Dave Holmes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06776422303489497,"gpt":0.4495120156633756,"spread":0.3817477926284806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002338905,0.0001482994,0.0002172951,0.0002824156,0.0003944969,0.00005507362,0.000117976,0.00008179754,0.0002564068],"category_scores_gemma":[0.009344836,0.0001471197,0.0001555094,0.0003658905,0.0003121006,0.0005102428,0.00003273976,0.000490332,0.0009439179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005337739,"about_ca_system_score_gemma":0.0007919657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002062819,"about_ca_topic_score_gemma":0.000003573114,"domain_scores_codex":[0.9980816,0.0001549291,0.0002849258,0.0002236578,0.0005291696,0.0007257315],"domain_scores_gemma":[0.9982028,0.000500686,0.0001122685,0.0003830768,0.0002946107,0.0005065628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003083824,0.002786669,0.00265763,0.0002372282,0.0003615149,0.0007692251,0.006748415,0.000006093704,0.004838855,0.3242435,0.6361783,0.02086416],"study_design_scores_gemma":[0.0009980003,0.00141188,0.003845847,0.0005153393,0.0001741616,0.00529517,0.001265729,0.0005796531,0.001652941,0.001946118,0.9821048,0.0002103885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0299039,0.0007204785,0.003417029,0.07630125,0.0001233669,0.0002584327,0.000047593,0.0001829906,0.8890449],"genre_scores_gemma":[0.8738751,0.0004704329,0.007600944,0.003279709,0.001878469,0.00001453729,0.00003870439,0.00005913292,0.112783],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8439712,"threshold_uncertainty_score":0.9998339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2150515727","doi":"10.1177/1527154411429198","title":"Public Policy Analysis to Redress Urban Environmental Health Inequities","year":2011,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"Health Canada; Killam Trusts; Dalhousie University","keywords":"Redress; Public policy; Public health; Health policy; Policy analysis; Political science; Context (archaeology); Poverty; Economic growth; Social policy; Sociology; Health care; Public administration; Geography; Economics; Medicine","authors":[{"name":"Andrea Chircop","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3897485734245808,"gpt":0.5232374966305952,"spread":0.1334889232060144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001598699,0.0003731987,0.0007014066,0.002396667,0.003276506,0.00007093441,0.000522658,0.0003172022,0.0008088496],"category_scores_gemma":[0.003779693,0.0004219028,0.0001960592,0.002151912,0.0003138943,0.0009762407,0.0002425163,0.001137085,0.001428904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003614432,"about_ca_system_score_gemma":0.003515519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08119678,"about_ca_topic_score_gemma":0.0008885916,"domain_scores_codex":[0.9932145,0.001778574,0.001346385,0.0005879179,0.0006661515,0.002406488],"domain_scores_gemma":[0.9953232,0.0009116327,0.0008662039,0.001001961,0.0002039927,0.001692997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008306355,0.0007122871,0.007807065,0.0001197513,0.0003466492,0.000005033004,0.1387124,0.00001072056,0.000005763993,0.8247402,0.02645575,0.001001276],"study_design_scores_gemma":[0.001230858,0.0007480177,0.1249368,0.0003530039,0.0009483129,0.00002958979,0.04796873,0.00026091,0.00001691666,0.04398254,0.7785563,0.0009680181],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0403578,0.0009769744,0.002991875,0.5581346,0.001938153,0.002651199,0.001704453,0.0007318867,0.3905131],"genre_scores_gemma":[0.934697,0.0002282102,0.005339145,0.05312401,0.002624273,0.0001103389,0.000174405,0.00007435409,0.003628256],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8943392,"threshold_uncertainty_score":0.9998233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126177894","doi":"10.1177/1527154411411484","title":"The Potential Public Health Effects of a Police Announcement About HIV Nondisclosure: A Case Scenario Analysis","year":2011,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Sex work and related issues","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Human immunodeficiency virus (HIV); Criminology; Jurisdiction; Public health; Assertion; Transmission (telecommunications); Sexual transmission; Medicine; Criminal law; Psychology; Political science; Law; Family medicine; Pathology","authors":[{"name":"Patrick O’Byrne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0397821516506164,"gpt":0.380358389731938,"spread":0.3405762380813216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002337786,0.0002440617,0.0004078705,0.0005329702,0.002735144,0.000330423,0.0004845355,0.0001972097,0.00002989195],"category_scores_gemma":[0.002444085,0.0001973237,0.0002577075,0.002427075,0.001224385,0.0005422649,0.00005992226,0.000440989,0.0000368317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008036839,"about_ca_system_score_gemma":0.001955035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2370669,"about_ca_topic_score_gemma":0.001762672,"domain_scores_codex":[0.9949677,0.001808591,0.0006112513,0.0003546389,0.0008011145,0.00145668],"domain_scores_gemma":[0.9962584,0.001228222,0.0007502503,0.0005992408,0.0005096009,0.0006542842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004739433,0.001064907,0.0003411312,0.00004845737,0.001302261,0.0001311338,0.6385505,0.00001482208,0.00001499169,0.350485,0.002002962,0.005996501],"study_design_scores_gemma":[0.002002109,0.0008587876,0.00474661,0.0004899404,0.005646436,0.0008935048,0.4609601,0.000565354,0.0002687598,0.01849427,0.5038487,0.001225438],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2471256,0.01663982,0.01118577,0.3455395,0.004761727,0.003196094,0.00009260803,0.0006716833,0.3707871],"genre_scores_gemma":[0.992732,0.001334484,0.001343612,0.001594928,0.0009203293,0.0000161159,0.000009897058,0.00002950653,0.002019073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7456064,"threshold_uncertainty_score":0.9985632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011833509","doi":"10.1177/1527154407300797","title":"The Impact of Health Care Restructuring and Baccalaureate Entry to Practice on Nurses in New Brunswick","year":2007,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of New Brunswick; Université de Moncton","funders":"","keywords":"Restructuring; Nursing; Baccalaureate Degree; Health care; Focus group; Work (physics); Qualitative research; Medicine; Psychology; Higher education; Political science; Sociology","authors":[{"name":"Ann Rhéaume","is_ca":true},{"name":"Margaret Dykeman","is_ca":true},{"name":"Patricia M. Davidson","is_ca":true},{"name":"Penny Ericson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03973618176159726,"gpt":0.5378000844311213,"spread":0.498063902669524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002775009,0.000361695,0.0005359582,0.0004453257,0.001332772,0.00006400545,0.0003268274,0.0002675487,0.00001165902],"category_scores_gemma":[0.01725064,0.0002906168,0.00007758847,0.00086953,0.0001838735,0.0005246513,0.00009620792,0.001367322,0.00005246187],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004326969,"about_ca_system_score_gemma":0.008403471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2919865,"about_ca_topic_score_gemma":0.004447251,"domain_scores_codex":[0.9934535,0.001831106,0.00138542,0.0004631731,0.0005720914,0.002294713],"domain_scores_gemma":[0.9851254,0.01148947,0.001090031,0.0007523036,0.0004862494,0.001056527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003952467,0.0004889566,0.0270901,0.0005883581,0.000119143,0.00004423878,0.2651004,0.0003942426,0.00003274108,0.5194883,0.04259357,0.1401075],"study_design_scores_gemma":[0.002260864,0.001777898,0.2219036,0.005443995,0.00009351984,0.0001453515,0.1701671,0.00002409209,0.00007754325,0.0071012,0.5904647,0.000540166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5601528,0.008892097,0.0002120182,0.2307634,0.003613956,0.004148956,0.0000581019,0.0002268947,0.1919318],"genre_scores_gemma":[0.9781617,0.0009559336,0.004311976,0.01216635,0.001529876,0.000008484273,0.00001172353,0.00009455949,0.002759394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5478711,"threshold_uncertainty_score":0.9999673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}