{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":18,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":18,"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":"5922222d3623","filters":{"venue":"Journal of Healthcare Management"}},"results":[{"id":"W1229925356","doi":"10.1097/00115514-200509000-00009","title":"Emergency Department Overcrowding: The Impact of Resource Scarcity on Physician Job Satisfaction","year":2005,"lang":"en","type":"article","venue":"Journal of Healthcare Management","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Overcrowding; Scarcity; Resource scarcity; Job satisfaction; Emergency department; Resource (disambiguation); Business; Psychology; Operations management; Medical emergency; Medicine; Nursing; Computer science; Engineering; Economics; Social psychology; Natural resource economics; Economic growth","authors":[{"name":"Kent V. Rondeau","is_ca":false},{"name":"Louis Hugo Francescutti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0260251272185178,"gpt":0.3519362915417005,"spread":0.3259111643231827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005007978,0.0001630348,0.0003531401,0.0001557376,0.0001585003,0.000005044245,0.0001096187,0.00003589634,0.00006941045],"category_scores_gemma":[0.00002623017,0.00009565286,0.0004207451,0.0002341662,0.00003274822,0.00007742651,0.0000516426,0.0002817173,0.000006710817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004132051,"about_ca_system_score_gemma":0.00004344724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000186934,"about_ca_topic_score_gemma":0.00008555398,"domain_scores_codex":[0.9982719,0.0001018523,0.0006767332,0.0001326571,0.0005717978,0.0002450269],"domain_scores_gemma":[0.9989006,0.00002829914,0.0004604929,0.0002629248,0.0002369831,0.0001107288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001645291,0.0005726615,0.2426682,0.0008389467,0.002675492,0.0000961554,0.001924361,0.001500376,0.000477497,0.003212282,0.4025753,0.3418134],"study_design_scores_gemma":[0.0008426214,0.002010148,0.9673136,0.0003673265,0.0002390461,0.00002707712,0.001464322,0.00003661605,0.0003385431,0.000247025,0.02700374,0.0001098731],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683796,0.003568054,0.00005174136,0.01820618,0.0003725571,0.0004631461,0.00001180479,0.00001180564,0.008935087],"genre_scores_gemma":[0.9936148,0.004680108,0.0001674425,0.0007333502,0.0006022661,0.000005729084,0.000002373888,0.0000140407,0.0001798845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7246454,"threshold_uncertainty_score":0.3900611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W129703678","doi":"10.1097/00115514-200603000-00007","title":"The Nursing Shortage: Is It Really About Image?","year":2006,"lang":"en","type":"article","venue":"Journal of Healthcare Management","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Studies","funders":"","keywords":"Nursing; Work (physics); Nursing shortage; Independence (probability theory); Nurse education; Economic shortage; Perception; Psychology; Job security; Medicine; Government (linguistics)","authors":[{"name":"Jean Ann Seago","is_ca":true},{"name":"Joanne Spetz","is_ca":true},{"name":"Andrew Alvarado","is_ca":true},{"name":"Dennis Keane","is_ca":true},{"name":"Kevin Grumbach","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02959450448393137,"gpt":0.3694226316589377,"spread":0.3398281271750064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001818348,0.0001913875,0.0002410343,0.000227867,0.0007279956,0.0003517194,0.000444694,0.00007728927,0.00004889001],"category_scores_gemma":[0.00005319037,0.0001466664,0.0001664319,0.0002955686,0.0001371907,0.0003988748,0.000009075617,0.0005624045,0.00004012881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005799623,"about_ca_system_score_gemma":0.0001118694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004941258,"about_ca_topic_score_gemma":0.0001758593,"domain_scores_codex":[0.9972368,0.0003278572,0.0008875157,0.0002148461,0.0007997769,0.000533136],"domain_scores_gemma":[0.9980327,0.0002202836,0.0007990433,0.0003995296,0.0004028211,0.0001456373],"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":[0.0006098978,0.0004000841,0.001671264,0.0003752621,0.00008565644,0.00006578519,0.006496686,0.00001786051,0.00005442861,0.008846676,0.7926279,0.1887485],"study_design_scores_gemma":[0.0008626229,0.0004537535,0.06697064,0.001125779,0.0003040834,0.0002383772,0.03380123,0.00005318343,0.0002588869,0.0140352,0.8816007,0.0002955459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01192984,0.008427701,0.000979651,0.9345474,0.008822864,0.0004806967,0.000002918596,0.0000427018,0.03476624],"genre_scores_gemma":[0.9722581,0.0009053679,0.005742249,0.01077125,0.003246578,0.00000928555,0.000006875418,0.00007251813,0.006987764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9603283,"threshold_uncertainty_score":0.5980883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W119581836","doi":"10.1097/00115514-200203000-00005","title":"Ethical Dilemmas in Home Care Case Management","year":2002,"lang":"en","type":"article","venue":"Journal of Healthcare Management","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Case management; Business; Nursing; Medicine; Process management","authors":[{"name":"Elaine Gallagher","is_ca":true},{"name":"Denise Alcock","is_ca":true},{"name":"Elizabeth Diem","is_ca":true},{"name":"Douglas Angus","is_ca":true},{"name":"Jennifer Medves","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06124318392788406,"gpt":0.4032583251864215,"spread":0.3420151412585374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001270506,0.000225664,0.0005305366,0.000811431,0.0004174161,0.00001959634,0.0002913702,0.0003139169,0.0005453184],"category_scores_gemma":[0.00002373772,0.0001957517,0.0001813177,0.0005988928,0.00003748018,0.0001033447,0.0001958781,0.001932453,0.0001437108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005939,"about_ca_system_score_gemma":0.00004368325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005068966,"about_ca_topic_score_gemma":0.0007635461,"domain_scores_codex":[0.9961554,0.0007333939,0.001413358,0.0002796361,0.0006746355,0.000743598],"domain_scores_gemma":[0.9982854,0.000167974,0.0005500696,0.0004024642,0.000294868,0.0002991983],"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":[0.0005716994,0.0005875017,0.02734018,0.01403157,0.0004180737,0.1133341,0.06634925,0.0001160456,0.000002059581,0.02953507,0.2423136,0.5054008],"study_design_scores_gemma":[0.009344587,0.001246067,0.05931884,0.003563756,0.0003587735,0.001688913,0.280602,0.00009568575,0.000002698331,0.002632761,0.6403658,0.0007801302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7195648,0.02313966,0.0006508197,0.1636697,0.01422359,0.004423089,0.00003917106,0.0001792675,0.07410992],"genre_scores_gemma":[0.9912467,0.002560759,0.001720094,0.002233647,0.0004947373,0.00004417204,0.000004112225,0.00003546599,0.0016603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5046207,"threshold_uncertainty_score":0.8395652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2419139945","doi":"10.1097/00115514-201507000-00010","title":"Facilitating Implementation of Interprofessional Collaborative Practices into Primary Care: A Trilogy of Driving Forces","year":2015,"lang":"en","type":"article","venue":"Journal of Healthcare Management","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Natural Sciences and Engineering Research Council of Canada; Université Laval; HEC Montréal","funders":"","keywords":"Facilitator; Incentive; Facilitation; Participatory action research; Focus group; Nursing; Psychology; Medical education; Medicine; Business; Sociology; Social psychology","authors":[{"name":"Céline Bareil","is_ca":true},{"name":"Fabie Duhamel","is_ca":true},{"name":"Lyne Lalonde","is_ca":true},{"name":"Johanne Goudreau","is_ca":true},{"name":"Éveline Hudon","is_ca":true},{"name":"Marie‐Thérèse Lussier","is_ca":true},{"name":"Lise Lévesque","is_ca":false},{"name":"Sylvie Lessard","is_ca":true},{"name":"Alain Turcotte","is_ca":false},{"name":"Gilles Lalonde","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04992625076571919,"gpt":0.5081327948364263,"spread":0.458206544070707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002136466,0.0001530895,0.000490232,0.000476829,0.0002557935,0.000007997325,0.0002462261,0.000113927,0.0001026711],"category_scores_gemma":[0.000420097,0.0001247585,0.0000823398,0.0005771302,0.00005784149,0.0004851063,0.0001676367,0.0004542257,0.000006791996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008882259,"about_ca_system_score_gemma":0.00498723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000900752,"about_ca_topic_score_gemma":0.001532078,"domain_scores_codex":[0.9953698,0.00143973,0.00195025,0.0001725155,0.0008175535,0.0002501485],"domain_scores_gemma":[0.9895023,0.0006600656,0.005659312,0.000180482,0.003829835,0.0001679819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00589461,0.0005148762,0.244073,0.0130339,0.0006390551,0.00002234546,0.5371503,0.0001097404,0.002629308,0.03376623,0.0170715,0.1450951],"study_design_scores_gemma":[0.00223347,0.001133841,0.02719737,0.00208786,0.00007479009,0.000002752823,0.9566905,0.00003078994,0.0003194961,0.001911663,0.008195511,0.0001219728],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769168,0.001483143,0.002079035,0.01161233,0.003643022,0.001342504,0.00003182735,0.00001293731,0.002878352],"genre_scores_gemma":[0.9793923,0.0001172678,0.01913896,0.0007022571,0.0001831589,0.00007056879,0.00004592492,0.00001525921,0.0003343149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4195401,"threshold_uncertainty_score":0.8847132,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294898366","doi":"10.1097/jhm-d-21-00263","title":"Mitigating Moral Distress in Leaders of Healthcare Organizations: A Scoping Review","year":2022,"lang":"en","type":"review","venue":"Journal of Healthcare Management","topic":"Ethics in medical practice","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; University of Toronto","funders":"","keywords":"Conceptualization; Distress; Psychology; Moral disengagement; Social psychology; Health care; Psychotherapist; Political science","authors":[{"name":"Attila J. Hertelendy","is_ca":false},{"name":"Jennifer Gutberg","is_ca":true},{"name":"Cheryl Mitchell","is_ca":true},{"name":"Martina Gustavsson","is_ca":false},{"name":"Devin Rapp","is_ca":false},{"name":"Michael Mayo","is_ca":false},{"name":"Johan von Schreeb","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3163622576722993,"gpt":0.5854024024272515,"spread":0.2690401447549522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01741907,0.0004829694,0.003727697,0.0008440084,0.000864562,0.00001130623,0.001150547,0.0004946831,0.0009265269],"category_scores_gemma":[0.01044462,0.0004231841,0.0004285833,0.00251733,0.0002149687,0.0002335093,0.0007788406,0.01231279,0.00002527964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002224349,"about_ca_system_score_gemma":0.004224407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008162908,"about_ca_topic_score_gemma":0.0007571711,"domain_scores_codex":[0.9749781,0.01480559,0.006904457,0.0004912543,0.001988391,0.0008321828],"domain_scores_gemma":[0.9822855,0.006638657,0.00899345,0.0008056709,0.0008707318,0.0004059866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000008386311,0.00007628946,0.0001058592,0.7131901,0.0001171475,0.0002135906,0.001014416,0.000002465345,3.099398e-9,0.004255046,0.00173646,0.2792802],"study_design_scores_gemma":[0.0003072892,0.0001186076,0.000005197365,0.6283413,0.0004452225,0.00004127775,0.009315697,0.000001133646,7.270784e-9,0.0004100378,0.3608256,0.0001885808],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001124156,0.9570904,0.00008558504,0.03463442,0.001896837,0.005149689,0.00005312043,0.00002413604,0.001064717],"genre_scores_gemma":[0.00002920892,0.9906278,0.001986261,0.006270861,0.0003829654,0.0003320267,0.0001118259,0.000120564,0.0001385105],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3590892,"threshold_uncertainty_score":0.9999868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3025888284","doi":"10.1097/jhm-d-19-00112","title":"Variations in Workplace Safety Climate Perceptions and Outcomes Across Healthcare Provider Positions","year":2020,"lang":"en","type":"article","venue":"Journal of Healthcare Management","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Health care; Job satisfaction; Patient safety; Occupational safety and health; Perception; Nursing; Psychology; Medicine; Social psychology; Political science","authors":[{"name":"Gwen McGhan","is_ca":true},{"name":"Natalie C. Ludlow","is_ca":true},{"name":"Cheryl Rathert","is_ca":true},{"name":"Deirdre McCaughey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06838286266813065,"gpt":0.479458384469913,"spread":0.4110755218017823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002333483,0.0002146387,0.0005756194,0.0002843249,0.001567683,0.00003035247,0.0002604761,0.0001873852,0.000185778],"category_scores_gemma":[0.0002701998,0.0001857556,0.0001177106,0.0007213182,0.00006063909,0.0003296934,0.0002989,0.0015667,0.00009802491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007109187,"about_ca_system_score_gemma":0.000582253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00067479,"about_ca_topic_score_gemma":0.00228488,"domain_scores_codex":[0.9949114,0.001135017,0.001862638,0.0003314501,0.0007200818,0.001039411],"domain_scores_gemma":[0.9969177,0.0007934003,0.0005986017,0.0002491348,0.0005764854,0.0008647036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009496443,0.0001561137,0.9288824,0.004040903,0.00006363009,0.00008166851,0.01033425,0.00009478323,0.000002153255,0.02478327,0.001888622,0.02872255],"study_design_scores_gemma":[0.002066526,0.0004710098,0.9706182,0.0005713341,0.00001957054,0.000009800466,0.01458338,0.0003614695,9.661582e-8,0.0006795462,0.01047207,0.0001469449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.118174,0.001074582,0.002641831,0.8711946,0.0009085622,0.003647562,0.0004596532,0.00006897527,0.001830177],"genre_scores_gemma":[0.9744142,0.003861945,0.00432389,0.01659267,0.0003601472,0.0001522086,0.00004748454,0.00003398691,0.0002134146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8562402,"threshold_uncertainty_score":0.9997321,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2406398172","doi":"10.1097/00115514-200309000-00005","title":"Perfect Storm: Organizational Management of Patient Care Under Natural Disaster Conditions","year":2003,"lang":"en","type":"article","venue":"Journal of Healthcare Management","topic":"Disaster Response and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Natural disaster; Emergency management; Flooding (psychology); Work (physics); Control (management); Event (particle physics); Business; Quality (philosophy); Risk analysis (engineering); Process management; Computer science; Psychology; Political science; Engineering; Geography","authors":[{"name":"William Cass McCaughrin","is_ca":true},{"name":"Maria Mattammal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02241102132759924,"gpt":0.3706841520073618,"spread":0.3482731306797625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006554686,0.0002614256,0.0004473166,0.0004590111,0.00045278,0.00001779387,0.0003043974,0.00008562223,0.0007854425],"category_scores_gemma":[0.00002186644,0.0002182143,0.0001910381,0.0004703687,0.00005876429,0.0002028044,0.0002340054,0.0004649686,0.00008945179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006519076,"about_ca_system_score_gemma":0.0001658275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002960725,"about_ca_topic_score_gemma":0.00006648689,"domain_scores_codex":[0.9960935,0.0007957616,0.001382511,0.000270569,0.0009211225,0.0005365057],"domain_scores_gemma":[0.9976308,0.0001025666,0.0009574472,0.0004359256,0.0006598504,0.0002133835],"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":[0.0007422582,0.0008979334,0.01297683,0.01074395,0.002043521,0.0005104616,0.03447527,0.0007449496,0.00004296858,0.8864001,0.03325801,0.01716373],"study_design_scores_gemma":[0.005387493,0.001365343,0.03669073,0.002964399,0.0006695442,0.00003966247,0.5995612,0.0000126903,0.00006889906,0.006466974,0.3461723,0.0006007308],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8983343,0.004429575,0.003670251,0.005331367,0.006216793,0.003711556,0.00007158456,0.00007338868,0.07816124],"genre_scores_gemma":[0.9923056,0.0004136169,0.002020805,0.002031789,0.00008774206,0.00005752208,0.00003414969,0.00004443914,0.003004307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8799331,"threshold_uncertainty_score":0.889852,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W61657930","doi":"10.1097/00115514-201101000-00012","title":"Testing a Multi-level Model of Staff Nurse Organizational Commitment","year":2011,"lang":"en","type":"article","venue":"Journal of Healthcare Management","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Organizational commitment; Psychology; Nursing staff; Nursing; Management; Social psychology; Medicine; Economics","authors":[{"name":"Heather K. Spence Laschinger","is_ca":true},{"name":"Joan Finegan","is_ca":true},{"name":"Piotr Wilk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2565976216375201,"gpt":0.3126394819609039,"spread":0.05604186032338376,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001147929,0.0001669513,0.0004832614,0.0005423899,0.0001000733,0.00001610511,0.0003748709,0.00006624087,0.00009598269],"category_scores_gemma":[0.00009619789,0.0001767362,0.0001134931,0.0003717605,0.00004095211,0.0001709972,0.0001127115,0.0001962922,0.00003902053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002878652,"about_ca_system_score_gemma":0.00008168909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001373743,"about_ca_topic_score_gemma":0.0001178165,"domain_scores_codex":[0.9976295,0.00004133867,0.001613871,0.0002218946,0.0001460298,0.0003473841],"domain_scores_gemma":[0.9977572,0.00003030374,0.001414197,0.000307458,0.000292837,0.0001980137],"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":[0.00006360689,0.0009840697,0.01712199,0.0009282187,0.0002731545,0.0000514067,0.003037246,0.0008979132,0.000005213795,0.9621049,0.001071681,0.01346058],"study_design_scores_gemma":[0.01292861,0.004698456,0.4583843,0.001774533,0.0002804163,0.0001062295,0.01209522,0.08231333,0.0003891465,0.3795433,0.04532741,0.002159085],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.178177,0.006811381,0.6362074,0.04854772,0.004098613,0.004294115,0.001162666,0.0001686156,0.1205325],"genre_scores_gemma":[0.8772603,0.0002172041,0.1211547,0.0007913733,0.00006938877,0.00001045122,0.000003802024,0.00002819981,0.0004645991],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6990832,"threshold_uncertainty_score":0.7207095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2949435078","doi":"10.1097/jhm-d-18-00019","title":"CEO Turnover Among U.S. Acute Care Hospitals, 2006–2015","year":2019,"lang":"en","type":"article","venue":"Journal of Healthcare Management","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Frontier; Quarter (Canadian coin); Turnover; Acute care; Health care; Geographic variation; Rural area; Location; Geography; Business; Demographic economics; Demography; Medicine; Environmental health; Economic growth; Economics; Management","authors":[{"name":"Larry R. Hearld","is_ca":false},{"name":"William Opoku-Agyeman","is_ca":false},{"name":"Dae Hyun Kim","is_ca":false},{"name":"Amy Yarbrough Landry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01575458213817442,"gpt":0.2677527074459335,"spread":0.2519981253077591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009726312,0.0002641856,0.0007318885,0.0007032772,0.0001061748,0.0000961851,0.0005418511,0.0001331861,0.0003279632],"category_scores_gemma":[0.00001826567,0.0002716614,0.0003095994,0.0003579466,0.00003507767,0.0004334329,0.0002106702,0.0004299424,0.0008247184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006504024,"about_ca_system_score_gemma":0.00005077211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001986984,"about_ca_topic_score_gemma":0.0002509411,"domain_scores_codex":[0.9971687,0.00005056028,0.001516484,0.0003997732,0.0002156508,0.0006488145],"domain_scores_gemma":[0.9976217,0.00002325229,0.00125858,0.0005865034,0.0001808661,0.0003290645],"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":[0.000151835,0.0002153432,0.2672187,0.002895534,0.001215799,0.0004146648,0.002996181,0.0003567259,0.000001563729,0.6350975,0.0635037,0.02593239],"study_design_scores_gemma":[0.001752472,0.0007478932,0.1809882,0.0002311082,0.00005162286,0.00001886235,0.002000954,0.0000629437,0.000009766085,0.007542548,0.8061606,0.0004330238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6696036,0.03740057,0.002661082,0.134784,0.01102967,0.003393199,0.0004248741,0.0001279052,0.1405751],"genre_scores_gemma":[0.9894219,0.002006944,0.00130744,0.00308581,0.0003554435,0.0000174863,0.00001314172,0.00004750774,0.003744319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7426569,"threshold_uncertainty_score":0.9999735,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2474058823","doi":"10.1097/00115514-200111000-00007","title":"Change in the Population of Health Systems: From 1985 to 1998","year":2001,"lang":"en","type":"article","venue":"Journal of Healthcare Management","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Population; Healthcare system; Population health; Corporate governance; Social system; Health care; Sociology; Economics; Economic growth; Demography; Management; Social science","authors":[{"name":"Melissa J. Succi","is_ca":true},{"name":"Jeffrey A. Alexander","is_ca":true},{"name":"Shoou-Yih D. Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1284600791015432,"gpt":0.3380372184608328,"spread":0.2095771393592896,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003421588,0.0001239055,0.0005621573,0.0007041869,0.00007486027,0.00003464889,0.0003718989,0.00004848276,0.00001392462],"category_scores_gemma":[0.0000282911,0.0001079186,0.00009470197,0.000537425,0.000008963814,0.0001596987,0.00006632939,0.0001819377,0.00004260399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003994218,"about_ca_system_score_gemma":0.00001865705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.134844,"about_ca_topic_score_gemma":0.003566325,"domain_scores_codex":[0.9972548,0.0001886103,0.001843745,0.0001983609,0.0001631518,0.0003513276],"domain_scores_gemma":[0.9982209,0.00004925807,0.001230892,0.0003442324,0.0000355651,0.0001191588],"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":[0.0001021759,0.0003223682,0.2267073,0.001349031,0.0001195109,0.00008591903,0.008483105,0.0004429565,1.200096e-7,0.6677309,0.003525878,0.09113076],"study_design_scores_gemma":[0.0005182109,0.0003800926,0.6485512,0.0003829608,0.000005610805,0.000007952654,0.001698495,0.0001978206,1.228269e-7,0.007684817,0.3404575,0.0001152089],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4555593,0.02912827,0.004855197,0.4998236,0.003039454,0.003665759,0.0001723073,0.0000239116,0.003732241],"genre_scores_gemma":[0.9872919,0.003025155,0.0004637004,0.008778795,0.0003147113,0.00004415359,0.00001068902,0.0000134053,0.00005743775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.660046,"threshold_uncertainty_score":0.8709171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390589395","doi":"10.1097/jhm-d-23-00014","title":"Playing by the Rules? Tracking U.S. Hospitals' Responses to Federal Price Transparency Regulation","year":2024,"lang":"en","type":"article","venue":"Journal of Healthcare Management","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicaid; Transparency (behavior); Quarter (Canadian coin); Business; Negotiation; Actuarial science; Marketing; Health care; Medicine; Economics; Computer science; Political science","authors":[{"name":"Sayeh Nikpay","is_ca":false},{"name":"Caitlin Carroll","is_ca":false},{"name":"Ezra Golberstein","is_ca":false},{"name":"Jean Abraham","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04953659551616257,"gpt":0.3081367653526026,"spread":0.25860016983644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002768987,0.0001804652,0.000348564,0.0005412644,0.0003608149,0.00031309,0.0003728041,0.00006750506,0.00008609053],"category_scores_gemma":[0.00006256998,0.0001547366,0.0001754464,0.0004318581,0.00001819933,0.0003483259,0.0000709625,0.0003327075,0.0001497559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004575513,"about_ca_system_score_gemma":0.00004430057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006315693,"about_ca_topic_score_gemma":0.00007618266,"domain_scores_codex":[0.9976157,0.00009190723,0.001302344,0.0003211964,0.0001799282,0.0004889445],"domain_scores_gemma":[0.9989611,0.0001027939,0.0003884695,0.0002892541,0.00006472263,0.0001936512],"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":[0.0001489938,0.0001016788,0.003909916,0.001547166,0.000296591,0.0001233921,0.004905469,0.0001364117,0.000007233183,0.8453224,0.04378437,0.09971642],"study_design_scores_gemma":[0.0004740043,0.0004482497,0.1126667,0.0005880864,0.0000256645,0.00003444051,0.001009064,0.0006343275,0.00001523925,0.02653825,0.8572494,0.0003165581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2292646,0.04037693,0.1160625,0.5847132,0.00436558,0.002021183,0.0003106493,0.0001406543,0.02274472],"genre_scores_gemma":[0.9916003,0.001407261,0.001234958,0.00374299,0.0003189695,0.00003156545,0.000006555479,0.00003294492,0.00162446],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8187841,"threshold_uncertainty_score":0.6309975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2755656128","doi":"","title":"COMPARATIVE STUDY OF FAIR FINANCING IN THE HEALTH INSURANCE","year":2017,"lang":"en","type":"article","venue":"Journal of Healthcare Management","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Actuarial science; Payment; Business; Health insurance; General insurance; Health care; Social determinants of health; Finance; Insurance policy; Economics; Economic growth","authors":[{"name":"Mohammad Saadati","is_ca":false},{"name":"Ramin Rezapour","is_ca":false},{"name":"Naser Derakhshani","is_ca":false},{"name":"Maryam Naghshi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.108836537585788,"gpt":0.3495371554335688,"spread":0.2407006178477808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003790281,0.0001209356,0.0008162091,0.0003015075,0.0003304418,0.00005698525,0.0006886962,0.00004087034,0.000003995257],"category_scores_gemma":[0.00003091565,0.00008143893,0.00009699683,0.000152118,0.00003561773,0.0002254165,0.00007849171,0.0003346911,0.00000829311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002242829,"about_ca_system_score_gemma":0.00005940702,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01451604,"about_ca_topic_score_gemma":0.003838629,"domain_scores_codex":[0.9974605,0.0001244125,0.001795931,0.0001808246,0.0001480244,0.0002902366],"domain_scores_gemma":[0.9961074,0.00002023364,0.003135654,0.0005730661,0.00008548121,0.00007814702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001059133,0.0009991919,0.8792973,0.00138063,0.0001443385,0.0001219244,0.04022958,0.0001694166,2.387723e-7,0.03958462,0.000730051,0.03723686],"study_design_scores_gemma":[0.001114346,0.001269751,0.9722704,0.0002690823,9.487117e-7,0.00001222328,0.01778884,0.00002878729,5.520411e-7,0.002070521,0.005095487,0.00007901495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787027,0.002783402,0.0001393629,0.01421111,0.000773984,0.0008731038,0.00001629431,0.000002789081,0.00249724],"genre_scores_gemma":[0.9985712,0.0006480981,0.0001732555,0.0004046611,0.0001035498,0.00001389647,4.393847e-7,0.000008064957,0.00007683397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0929732,"threshold_uncertainty_score":0.9920464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2773295168","doi":"10.1097/00115514-201401000-00010","title":"PRACTITIONER APPLICATION: Can Inbound and Domestic Medical Tourism Improve Your Bottom Line? Identifying the Potential of a U.S. Tourism Market","year":2014,"lang":"en","type":"article","venue":"Journal of Healthcare Management","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Revenue; Business; Health care; Privilege (computing); Medical tourism; Tourism; Reimbursement; Population; Marketing; Suspect; Competitor analysis; Public relations; Economic growth; Medicine; Finance; Political science; Economics; Law","authors":[{"name":"Steven C. Foster","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02616249392224611,"gpt":0.3976232773983804,"spread":0.3714607834761343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005997906,0.0002406222,0.0006184506,0.0002470809,0.0007387301,0.00002662653,0.0005046912,0.000364733,0.0002133816],"category_scores_gemma":[0.0006583863,0.0001628841,0.0001566591,0.000310515,0.0001777966,0.0001496719,0.0003388762,0.001946,0.0000133392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000258625,"about_ca_system_score_gemma":0.000672239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002099853,"about_ca_topic_score_gemma":0.0003544895,"domain_scores_codex":[0.99417,0.001295946,0.001890809,0.0003186097,0.001649744,0.0006749705],"domain_scores_gemma":[0.9958302,0.000547637,0.001701641,0.0004919948,0.0006275502,0.0008009272],"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":[0.0007990692,0.0006243625,0.003552241,0.01141241,0.000691533,0.0009367739,0.003006042,0.00002137776,0.00009183321,0.02646595,0.4215023,0.5308961],"study_design_scores_gemma":[0.008273744,0.001903505,0.1324562,0.004817904,0.0007571609,0.0005996402,0.01712713,0.003326143,0.00001504639,0.07370894,0.756317,0.0006976168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1237475,0.008739972,0.06102623,0.7769439,0.01318879,0.004800282,0.00006460444,0.0001069022,0.01138184],"genre_scores_gemma":[0.9720436,0.005233276,0.002295787,0.01364725,0.004649153,0.0001027927,0.000009191489,0.00003825727,0.001980692],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8482961,"threshold_uncertainty_score":0.8454509,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388516723","doi":"10.1097/jhm-d-23-00214","title":"Building Community for Greater Well-Being","year":2023,"lang":"en","type":"editorial","venue":"Journal of Healthcare Management","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Publishing; Health care; Public relations; Psychology; Medical education; Sociology; Political science; Medicine","authors":[{"name":"Eric W. Ford","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4148337214131463,"gpt":0.6537760621667862,"spread":0.2389423407536398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02236612,0.0004146771,0.001115204,0.00122006,0.002671419,0.00005917316,0.001420642,0.0007037473,0.0001056693],"category_scores_gemma":[0.00505945,0.000368673,0.0003099042,0.0006773761,0.00007036542,0.0002549805,0.0006527161,0.004887189,0.0002296136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002297146,"about_ca_system_score_gemma":0.001915566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001599999,"about_ca_topic_score_gemma":0.0007517387,"domain_scores_codex":[0.9885826,0.003743817,0.003643608,0.0003565389,0.002050658,0.001622757],"domain_scores_gemma":[0.9771341,0.0154366,0.003816707,0.0007865178,0.002197207,0.0006288853],"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":[0.0001245541,0.00001804752,0.0001463206,0.0103032,0.0001203149,0.00003328014,0.005140336,0.000006380704,0.000001014402,0.001374382,0.9793363,0.003395876],"study_design_scores_gemma":[0.001838454,0.0004665476,0.0003954662,0.002803181,0.0001133714,0.00000141688,0.005960254,0.00001182718,0.000001912268,0.003950336,0.9842024,0.0002548217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0007229135,0.00004365912,0.003738605,0.03290158,0.9582276,0.002547208,0.0002384599,0.0001038093,0.001476204],"genre_scores_gemma":[0.001774486,0.0009457673,0.01424548,0.01131443,0.9642821,0.0006053848,0.00008740868,0.0002480082,0.006496928],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02158715,"threshold_uncertainty_score":0.9998765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123985547","doi":"","title":"Interview with James W. Begun, PhD, James A. Hamilton Professor of Healthcare Management, School of Public Health, University of Minnesota","year":2012,"lang":"en","type":"article","venue":"Journal of Healthcare Management","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Excellence; Commonwealth; Accreditation; Health care; Commission; Management; Administration (probate law); Political science; Health administration; Library science; Sociology; Medicine; Public administration; Medical education; Law","authors":[{"name":"Stephen O’Connor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1717091208382001,"gpt":0.4122923768181956,"spread":0.2405832559799955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01254333,0.000539758,0.002079525,0.001389685,0.000616373,0.00001199947,0.001185079,0.0003181584,0.0003403697],"category_scores_gemma":[0.0001023496,0.0004771041,0.0004180332,0.001392133,0.0003067587,0.0008506863,0.0006758588,0.0013786,0.00004163444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125677,"about_ca_system_score_gemma":0.001331929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004681932,"about_ca_topic_score_gemma":0.002522286,"domain_scores_codex":[0.9865139,0.005454103,0.003937797,0.0005185114,0.001740714,0.001834959],"domain_scores_gemma":[0.9887367,0.0003541829,0.006525938,0.001245927,0.001784483,0.001352695],"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":[0.002043885,0.003861166,0.1165152,0.2580056,0.003734167,0.0001724637,0.0483532,0.00001927186,0.00001264849,0.1830694,0.08972859,0.2944844],"study_design_scores_gemma":[0.004296998,0.002422876,0.07898429,0.01158758,0.0003052921,0.00001707721,0.2391995,0.00000704853,0.00002365513,0.0004989801,0.6621994,0.0004573449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2762723,0.04653767,0.01475872,0.6309976,0.005032125,0.01522729,0.0004028894,0.0002130554,0.01055837],"genre_scores_gemma":[0.9434026,0.03329263,0.01177161,0.007499494,0.0003309309,0.00003700664,0.00005077799,0.0001018332,0.003513122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6671303,"threshold_uncertainty_score":0.9997681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404347698","doi":"10.1097/jhm-d-24-00047","title":"Hospital Medicare Spending per Beneficiary: A Longitudinal Study","year":2024,"lang":"en","type":"article","venue":"Journal of Healthcare Management","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicaid; Odds; Actuarial science; Inefficiency; Index (typography); Beneficiary; Medicine; Logistic regression; Statistics; Health care; Economics; Computer science; Mathematics; Finance","authors":[{"name":"Jing Xu","is_ca":false},{"name":"Hanadi Hamadi","is_ca":false},{"name":"Mei Zhao","is_ca":false},{"name":"Sheila A. Boamah","is_ca":true},{"name":"Aurora Tafili","is_ca":false},{"name":"Aaron Spaulding","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06711891246688398,"gpt":0.4547358791045501,"spread":0.3876169666376661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003035722,0.000281083,0.0006884986,0.0007485689,0.0006939652,0.00005215854,0.0004810461,0.0001485896,0.001181853],"category_scores_gemma":[0.00005898273,0.0002150632,0.0002573358,0.000451126,0.00003056811,0.0003470464,0.0003599749,0.001665673,0.0003493247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001857395,"about_ca_system_score_gemma":0.0009654721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005371935,"about_ca_topic_score_gemma":0.00053037,"domain_scores_codex":[0.9952852,0.0005603996,0.001721435,0.0003861905,0.00119636,0.0008504733],"domain_scores_gemma":[0.9979503,0.0004055173,0.0005000097,0.0003927533,0.0003125112,0.0004389074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002501431,0.0006322474,0.6086064,0.008319953,0.001116468,0.007096104,0.01808147,0.00000830431,0.000002049226,0.02793123,0.2221829,0.1057728],"study_design_scores_gemma":[0.001784655,0.002430983,0.4967999,0.001870649,0.0004088339,0.00006293649,0.05895698,0.0000288546,5.749852e-7,0.00215478,0.4351164,0.0003843379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7083904,0.02241221,0.0009235545,0.2199169,0.02467611,0.004003403,0.00004640491,0.0003073838,0.01932364],"genre_scores_gemma":[0.9898437,0.001489068,0.0008616235,0.004220712,0.001987107,0.00005906947,0.000007656939,0.0000578118,0.001473261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2814533,"threshold_uncertainty_score":0.9997312,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4234886517","doi":"10.1097/00115514-201105000-00001","title":"EDITORIAL","year":2011,"lang":"es","type":"editorial","venue":"Journal of Healthcare Management","topic":"Leadership and Management in Organizations","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02167914681036679,"gpt":0.2604639903999599,"spread":0.2387848435895931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002716414,0.001023469,0.00147756,0.002480919,0.0006029251,0.001237091,0.002378398,0.001072901,0.001122385],"category_scores_gemma":[0.0006009242,0.0009652019,0.0007393638,0.001529503,0.0001641992,0.002204794,0.001192137,0.002213597,0.001496249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006170267,"about_ca_system_score_gemma":0.0002965646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000750516,"about_ca_topic_score_gemma":0.00009307813,"domain_scores_codex":[0.9917363,0.0001423604,0.002785537,0.0007564153,0.003426883,0.001152512],"domain_scores_gemma":[0.9898279,0.0002023749,0.005063268,0.0009546792,0.003796912,0.0001549001],"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":[0.0003438732,0.0005071469,0.0002066338,0.008214241,0.001136452,0.0002317861,0.0002131369,0.00000898534,0.000001028301,0.03300235,0.9506669,0.005467455],"study_design_scores_gemma":[0.002268574,0.0002347187,0.0001608353,0.001330826,0.001965099,0.000004634455,0.001607254,0.000004574272,0.000002046801,0.004191003,0.9873983,0.0008321102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000194326,0.001481439,0.0005564602,0.0120725,0.9593904,0.001026668,0.0000272546,0.0001055617,0.02532026],"genre_scores_gemma":[0.002232986,0.005624533,0.0005937325,0.002891465,0.9835676,0.00002168731,0.0001762445,0.0002543906,0.004637367],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03673141,"threshold_uncertainty_score":0.9997997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2772514557","doi":"10.1097/00115514-201105000-00011","title":"Rudeness Rationales: Evaluating a New Measure","year":2011,"lang":"en","type":"article","venue":"Journal of Healthcare Management","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Acadia University; Saint Mary's University; Western University","funders":"","keywords":"Measure (data warehouse); Psychology; Sociology; Computer science; Data mining","authors":[{"name":"Michael P. Leiter","is_ca":true},{"name":"Heather K. Spence Laschinger","is_ca":true},{"name":"Arla Day","is_ca":true},{"name":"Debra Gilin Oore","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.655805908001006,"gpt":0.4823426274492476,"spread":0.1734632805517585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02158721,0.0001749395,0.0008101757,0.0005479499,0.00017285,0.00005572347,0.0004242502,0.00009336328,0.0006897714],"category_scores_gemma":[0.0009404927,0.0002000393,0.0001930234,0.0002309549,0.0000262691,0.0005166557,0.00006398579,0.000244079,0.0005775294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007411699,"about_ca_system_score_gemma":0.0003600032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008413964,"about_ca_topic_score_gemma":0.000153523,"domain_scores_codex":[0.9936785,0.0004000721,0.004945049,0.0003047825,0.0003120604,0.0003595988],"domain_scores_gemma":[0.9944996,0.0002121847,0.004305893,0.0003810744,0.0002608627,0.0003403917],"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":[0.0002380504,0.0003793137,0.05457722,0.002334594,0.0007641832,0.00005349208,0.01733851,0.0003773557,0.000003026119,0.8144335,0.08846398,0.02103684],"study_design_scores_gemma":[0.009198243,0.00232083,0.2823386,0.002603714,0.0001696403,0.0002633522,0.02466148,0.002739536,0.00003115228,0.4399786,0.2340289,0.001665842],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1921372,0.05404389,0.203152,0.4499937,0.01166404,0.005247015,0.0001473613,0.0001898216,0.08342502],"genre_scores_gemma":[0.8928253,0.0006040054,0.08165805,0.02086346,0.001489629,0.00004351607,0.00000913895,0.00006420647,0.002442666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7006881,"threshold_uncertainty_score":0.8157367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}