{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":11,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":11,"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":"97a892a56dc0","filters":{"venue":"Implementation Research and Practice"}},"results":[{"id":"W3177399763","doi":"10.1177/26334895211018862","title":"Measures of organizational culture, organizational climate, and implementation climate in behavioral health: A systematic review","year":2021,"lang":"en","type":"review","venue":"Implementation Research and Practice","topic":"Health Policy Implementation Science","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":"Hospital for Sick Children","funders":"National Institute of Mental Health","keywords":"Discriminant validity; Organisation climate; Construct validity; Psychology; Organizational culture; Systematic review; Applied psychology; Concurrent validity; Convergent validity; Social psychology; Construct (python library); Scale (ratio); Psychometrics; Clinical psychology; MEDLINE; Computer science; Internal consistency; Public relations; Political science","authors":[{"name":"Byron J. Powell","is_ca":false},{"name":"Kayne D. Mettert","is_ca":false},{"name":"Caitlin N. Dorsey","is_ca":false},{"name":"Bryan J. Weiner","is_ca":false},{"name":"Cameo Stanick","is_ca":false},{"name":"Rebecca Lengnick‐Hall","is_ca":false},{"name":"Mark G. Ehrhart","is_ca":false},{"name":"Gregory A. Aarons","is_ca":false},{"name":"Melanie Barwick","is_ca":true},{"name":"Laura J. Damschroder","is_ca":false},{"name":"Cara C. Lewis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7867513359263283,"gpt":0.7715782346298244,"spread":0.01517310129650384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0269351,0.001697931,0.007485014,0.01483798,0.001204695,0.003870062,0.002477127,0.00227759,0.002980182],"category_scores_gemma":[0.1131626,0.001254051,0.007777919,0.01790468,0.001569926,0.004005995,0.002511032,0.001724298,0.0003076947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005794354,"about_ca_system_score_gemma":0.02594962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01237273,"about_ca_topic_score_gemma":0.0364107,"domain_scores_codex":[0.9750235,0.009673332,0.00781348,0.001359982,0.005665118,0.0004646056],"domain_scores_gemma":[0.8876309,0.08273566,0.01831209,0.001550074,0.009033587,0.0007378028],"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":[0.0001528141,0.00004847162,0.003511027,0.9028702,0.006940877,0.00004849465,0.0004542525,0.0001196592,0.00007809792,0.0003555035,0.001655263,0.0837653],"study_design_scores_gemma":[0.0001836686,0.0001543849,0.01101486,0.946143,0.03211835,0.0001472611,0.0004718132,0.0001083553,0.0001293369,0.0003904397,0.009089409,0.00004908627],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001648263,0.9962352,0.0003215316,0.0004320602,0.0001176759,0.0005330258,0.0003842669,0.00001049794,0.0003176468],"genre_scores_gemma":[0.02959875,0.9653031,0.002235824,0.0005978825,0.0001085684,0.001703519,0.000362325,0.000007412511,0.00008260674],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0269351,"threshold_uncertainty_score":0.1424481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3204322405","doi":"10.1177/26334895211045690","title":"Evaluating the sector-wide implementation of virtual child and youth mental health services in response to the COVID-19 pandemic: Perspectives from service providers, agency leaders and clients","year":2021,"lang":"en","type":"article","venue":"Implementation Research and Practice","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Mental Health Research Canada; Ontario Centre of Excellence for Child and Youth Mental Health; Children's Hospital of Eastern Ontario","funders":"Ontario Centre of Excellence for Child and Youth Mental Health","keywords":"Mental health; Service provider; Agency (philosophy); Focus group; Service delivery framework; Health care; Public relations; Service (business); Nursing; Business; Psychology; Medicine; Political science; Sociology; Marketing; Psychiatry","authors":[{"name":"Evangeline Danseco","is_ca":true},{"name":"Julia Kurzawa","is_ca":true},{"name":"Purnima Sundar","is_ca":true},{"name":"Jaime Lee Brown","is_ca":true},{"name":"Christal Huang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2947474005757426,"gpt":0.5758510381018259,"spread":0.2811036375260833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02622282,0.0003987158,0.0003573452,0.0004998916,0.006751568,0.005365125,0.002223844,0.0009408757,0.001992043],"category_scores_gemma":[0.03014352,0.0005610583,0.0005038502,0.0008798992,0.003867924,0.002519438,0.00614352,0.001813046,0.0001662484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03689612,"about_ca_system_score_gemma":0.06993765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2295627,"about_ca_topic_score_gemma":0.433794,"domain_scores_codex":[0.972291,0.0186663,0.0007734318,0.0004318588,0.002212962,0.005624425],"domain_scores_gemma":[0.9788862,0.006148292,0.00259352,0.0008425968,0.005570598,0.005958905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001416567,0.005345493,0.3362569,0.001978607,0.0001915053,0.001572687,0.4789063,0.001866102,0.004516707,0.002676407,0.006177804,0.159095],"study_design_scores_gemma":[0.0002701088,0.004787546,0.1583632,0.0007572317,0.000113265,0.0001866658,0.8184713,0.0014668,0.001671823,0.0005213737,0.01332199,0.00006865387],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920928,0.0002371573,0.0004004645,0.002553973,0.00001933993,0.0009464,0.00007074827,0.00001791796,0.003661223],"genre_scores_gemma":[0.9966159,0.0003365211,0.001629899,0.0004204397,0.000007445662,0.0005495561,0.00005280755,0.000007650429,0.0003797733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2295627,"threshold_uncertainty_score":0.456453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3210354641","doi":"10.1177/26334895211051791","title":"A Glimpse into the “Black Box”: Which Elements of Consultation in an EBP are Associated with Client Symptom Change and Therapist Fidelity?","year":2021,"lang":"en","type":"article","venue":"Implementation Research and Practice","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Canadian Mounted Police; Toronto Metropolitan University","funders":"Canadian Institutes of Health Research","keywords":"Fidelity; Attendance; Competence (human resources); Clinical psychology; Checklist; Medicine; Psychology; Protocol (science); Alternative medicine","authors":[{"name":"Kera Mallard","is_ca":false},{"name":"Jiyoung Song","is_ca":false},{"name":"Matthew Beristianos","is_ca":false},{"name":"Syed Aajmain","is_ca":false},{"name":"Jeanine E. M. Lane","is_ca":true},{"name":"Meredith S. H. Landy","is_ca":true},{"name":"Michael K. Suvak","is_ca":false},{"name":"Norman Shields","is_ca":true},{"name":"Candice M. Monson","is_ca":true},{"name":"Shannon Wiltsey Stirman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2881947895077688,"gpt":0.5284455696459908,"spread":0.2402507801382219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09125248,0.0009779022,0.001331844,0.003255775,0.001413976,0.005501612,0.001701215,0.00282087,0.005695842],"category_scores_gemma":[0.2355883,0.0009091093,0.002727492,0.002087286,0.006515896,0.01018588,0.00317143,0.003152326,0.0004789892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0027136,"about_ca_system_score_gemma":0.005359141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005241802,"about_ca_topic_score_gemma":0.007151905,"domain_scores_codex":[0.9398423,0.04239853,0.004299855,0.003233648,0.008680215,0.00154529],"domain_scores_gemma":[0.5397967,0.4068515,0.03273576,0.009500243,0.008813399,0.002302484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001366934,0.0004471761,0.7023414,0.003236409,0.002061096,0.0002592407,0.01393313,0.0008769429,0.0009181282,0.009780874,0.004060632,0.260718],"study_design_scores_gemma":[0.000169024,0.003072513,0.9139363,0.01161935,0.002524266,0.001111987,0.01400293,0.01461578,0.002069371,0.02830322,0.008274689,0.0003005081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.745804,0.04891339,0.07013094,0.1181035,0.001107172,0.0008688879,0.0009702606,0.0004051098,0.01369677],"genre_scores_gemma":[0.9728747,0.003380317,0.01899929,0.003431618,0.0003456415,0.0003396064,0.0001663545,0.00009173559,0.0003707932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09125248,"threshold_uncertainty_score":0.482595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388295681","doi":"10.1177/26334895231206569","title":"Surfacing the causal assumptions and active ingredients of healthcare quality improvement interventions: An application to primary care opioid prescribing","year":2023,"lang":"en","type":"article","venue":"Implementation Research and Practice","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":5,"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; Trillium Health Centre; Centre for Social Innovation; Public Health Ontario; Women's College Hospital; University of Toronto; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research; Ottawa Hospital Research Institute","keywords":"Psychological intervention; Intervention (counseling); Health care; Quality (philosophy); Quality management; Work (physics); Primary care; Medicine; Nursing; Business; Family medicine; Engineering; Marketing; Economics","authors":[{"name":"Nicola McCleary","is_ca":true},{"name":"Celia Laur","is_ca":true},{"name":"Justin Presseau","is_ca":true},{"name":"Gail Dobell","is_ca":false},{"name":"Jonathan Lam","is_ca":false},{"name":"Sharon Gushue","is_ca":false},{"name":"K. J. Hagel","is_ca":true},{"name":"Lindsay Bevan","is_ca":true},{"name":"Lena Salach","is_ca":true},{"name":"Laura Desveaux","is_ca":true},{"name":"Noah Ivers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4101046470351256,"gpt":0.6600853989682745,"spread":0.2499807519331488,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08017394,0.001325317,0.0008778375,0.002756878,0.006909329,0.006523643,0.002554781,0.004864773,0.004806734],"category_scores_gemma":[0.1198932,0.0009694794,0.001898529,0.003290336,0.01048571,0.006126246,0.00757276,0.005034443,0.0002137993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01164163,"about_ca_system_score_gemma":0.02114027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02288851,"about_ca_topic_score_gemma":0.02508382,"domain_scores_codex":[0.9515997,0.04159502,0.001286628,0.0013413,0.003203061,0.0009743588],"domain_scores_gemma":[0.7121906,0.272036,0.00557697,0.003840137,0.005099645,0.001256582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006502804,0.002133238,0.0485536,0.005184038,0.0002483329,0.002938511,0.1798804,0.0099477,0.002205682,0.09589425,0.003985782,0.6483782],"study_design_scores_gemma":[0.001613958,0.004693606,0.09068546,0.01506143,0.00120073,0.00345159,0.2832164,0.1602048,0.007902546,0.3662507,0.06516787,0.0005509676],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4600221,0.008034595,0.4072144,0.06765635,0.0004277671,0.01371255,0.0002220054,0.0008456327,0.04186464],"genre_scores_gemma":[0.5726832,0.003096529,0.4166461,0.002121258,0.0001109125,0.003858414,0.0000651037,0.00005232925,0.001365988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08017394,"threshold_uncertainty_score":0.4240054,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285613051","doi":"10.1177/26334895221112693","title":"Training primary health care providers in Colombia, Mexico and Peru to increase alcohol screening: Mixed-methods process evaluation of implementation strategy","year":2022,"lang":"en","type":"article","venue":"Implementation Research and Practice","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Mental Health Research Canada","funders":"H2020 Societal Challenges; National Institute for Health and Care Research","keywords":"Medicine; Family medicine; Documentation; Primary care; Nursing; Medical education; Psychology","authors":[{"name":"Daša Kokole","is_ca":false},{"name":"Eva Jané‐Llopis","is_ca":true},{"name":"Guillermina Natera Rey","is_ca":false},{"name":"Natalia Bautista Aguilar","is_ca":false},{"name":"Perla Sonia Medina Aguilar","is_ca":false},{"name":"Juliana Mejía‐Trujillo","is_ca":false},{"name":"Katherine Mora","is_ca":false},{"name":"Natalia Restrepo","is_ca":false},{"name":"Inés Bustamante","is_ca":false},{"name":"Marina Piazza","is_ca":false},{"name":"Amy O’Donnell","is_ca":false},{"name":"Adriana Solovei","is_ca":false},{"name":"Liesbeth Mercken","is_ca":false},{"name":"Christiane Sybille Schmidt","is_ca":false},{"name":"Hugo López‐Pelayo","is_ca":false},{"name":"Silvia Matrai","is_ca":false},{"name":"Fleur Braddick","is_ca":false},{"name":"Antoni Gual","is_ca":false},{"name":"Jürgen Rehm","is_ca":true},{"name":"Peter Anderson","is_ca":false},{"name":"Hein de Vries","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3168096206860702,"gpt":0.6143174274429714,"spread":0.2975078067569012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07652996,0.0009502098,0.0008695815,0.002110353,0.001585364,0.001903594,0.001494453,0.001144616,0.002146109],"category_scores_gemma":[0.05418604,0.0007709331,0.001544168,0.001962144,0.0009185878,0.001243893,0.002371108,0.00094218,0.0001706762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007336983,"about_ca_system_score_gemma":0.01269212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007525421,"about_ca_topic_score_gemma":0.01399515,"domain_scores_codex":[0.9595727,0.03401063,0.00216923,0.001105375,0.001785885,0.001356172],"domain_scores_gemma":[0.9404367,0.04570876,0.005657688,0.002050217,0.004877055,0.001269577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.02049519,0.06127417,0.1824718,0.01474048,0.001484852,0.0004227382,0.06955625,0.005856997,0.00436848,0.002543105,0.001368195,0.6354178],"study_design_scores_gemma":[0.04102525,0.2249968,0.5763206,0.007307191,0.00414274,0.0003137971,0.08941896,0.02154455,0.0172874,0.004475451,0.01283718,0.0003300413],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306665,0.0008899738,0.007653222,0.0003206547,0.0000253355,0.05800658,0.0002886904,0.00005314426,0.002096002],"genre_scores_gemma":[0.8231204,0.001173297,0.0631116,0.0003477408,0.00003268951,0.1111603,0.00032876,0.00001520744,0.0007099839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07652996,"threshold_uncertainty_score":0.404734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313028635","doi":"10.1177/26334895221137927","title":"Augmenting systems-level implementation of patient-reported outcomes for depression care through the use of structured analysis and design technique","year":2022,"lang":"en","type":"article","venue":"Implementation Research and Practice","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"British Columbia Academic Health Science Network","funders":"Agency for Healthcare Research and Quality","keywords":"Depression (economics); Psychology; Computer science; Medicine","authors":[{"name":"Elizabeth J. Austin","is_ca":false},{"name":"Joseph A. Heim","is_ca":false},{"name":"Savitha Sangameswaran","is_ca":false},{"name":"Courtney Segal","is_ca":false},{"name":"Denise Chang","is_ca":false},{"name":"Danielle C. Lavallee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.79637080239724,"gpt":0.7239523291710858,"spread":0.07241847322615425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07266705,0.001352629,0.0006552643,0.00305245,0.001013737,0.004073125,0.001685588,0.000857729,0.002027271],"category_scores_gemma":[0.1251907,0.001037273,0.001784516,0.001450118,0.001828344,0.004567104,0.00405042,0.002139473,0.0005789014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003557533,"about_ca_system_score_gemma":0.009958448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00229239,"about_ca_topic_score_gemma":0.002926826,"domain_scores_codex":[0.9315718,0.05105179,0.005389213,0.003799819,0.00716383,0.001023485],"domain_scores_gemma":[0.8137963,0.11682,0.01663688,0.02956413,0.02150984,0.001672837],"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":[0.001117018,0.002585386,0.06953458,0.005311709,0.0007263338,0.0004128081,0.02778229,0.0422182,0.0337601,0.0307525,0.006551237,0.7792477],"study_design_scores_gemma":[0.002853041,0.01637209,0.0767146,0.006151673,0.001347229,0.001261584,0.01487493,0.5454292,0.1027983,0.1131823,0.1180485,0.0009665593],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06310681,0.0001465512,0.9237374,0.0009054253,0.0001086317,0.004248585,0.0003890973,0.003620596,0.003737003],"genre_scores_gemma":[0.0979248,0.00006080722,0.8993517,0.0001212607,0.0000147981,0.001956495,0.000247858,0.0001143744,0.0002079548],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07266705,"threshold_uncertainty_score":0.3843046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415010113","doi":"10.1177/26334895251385936","title":"Intervention Activities and Implementation Strategies for School-Based Health Promotion: Identifying Core Functions and Forms to Facilitate Scale-up of an Effective Intervention","year":2025,"lang":"en","type":"article","venue":"Implementation Research and Practice","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto; University of Alberta; St. Michael's Hospital","funders":"","keywords":"Intervention (counseling); Health promotion; Context (archaeology); Public health; Core (optical fiber); Disadvantaged; Core competency; Variety (cybernetics)","authors":[{"name":"Julia Dabravolskaj","is_ca":true},{"name":"Jodi Kalubi","is_ca":true},{"name":"Julia E. Moore","is_ca":false},{"name":"Boshra A. Mandour","is_ca":true},{"name":"Camila Honorato","is_ca":true},{"name":"Paul J. Veugelers","is_ca":true},{"name":"Katerina Maximova","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3861558060509652,"gpt":0.6601183712141102,"spread":0.273962565163145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05799016,0.001732651,0.00118838,0.006566364,0.003110858,0.004667727,0.002280849,0.00163271,0.003911866],"category_scores_gemma":[0.0760598,0.0009847414,0.001593053,0.004377091,0.002970428,0.005243389,0.004609347,0.002074077,0.0006012677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01011494,"about_ca_system_score_gemma":0.03656847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004832902,"about_ca_topic_score_gemma":0.007823506,"domain_scores_codex":[0.9649317,0.02495709,0.003101033,0.001568972,0.003847213,0.001593871],"domain_scores_gemma":[0.9526722,0.02870497,0.006056112,0.003747661,0.006118028,0.002701179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002431409,0.003522085,0.03913808,0.009419999,0.000137249,0.0001425676,0.02993675,0.002383,0.002274334,0.01119215,0.005061935,0.8965486],"study_design_scores_gemma":[0.002527701,0.009609637,0.4806683,0.04399825,0.001439124,0.0009541032,0.1635404,0.04463354,0.01959912,0.08306329,0.1492932,0.0006733208],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4799772,0.004170129,0.3138528,0.02071724,0.0003520399,0.137228,0.001831594,0.002037834,0.03983324],"genre_scores_gemma":[0.3021877,0.001125476,0.6493432,0.0005782953,0.00002669019,0.0452042,0.0005863755,0.00005939655,0.0008887351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05799016,"threshold_uncertainty_score":0.306685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405090456","doi":"10.1177/26334895241288574","title":"Scaling up mental health service provision through multisectoral integration: A qualitative analysis of factors shaping delivery and uptake among South Sudanese refugees and healthcare workers in Uganda","year":2024,"lang":"en","type":"article","venue":"Implementation Research and Practice","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Enhancing Learning and Research for Humanitarian Assistance","keywords":"Mental health; Facilitator; Thematic analysis; Psychological intervention; Qualitative research; Psychosocial; Nursing; Scale (ratio); Medicine; Psychology; Sociology; Geography; Social psychology; Psychiatry","authors":[{"name":"Jacqueline N. Ndlovu","is_ca":false},{"name":"Soukaina Ouizzane","is_ca":true},{"name":"Marx R. Leku","is_ca":false},{"name":"Kenneth Kalani Okware","is_ca":false},{"name":"Hafsa Sentongo","is_ca":false},{"name":"Bathsheba Nyangwen","is_ca":false},{"name":"Nawaraj Upadhaya","is_ca":false},{"name":"Morten Skovdal","is_ca":false},{"name":"Jura Augustinavicius","is_ca":true},{"name":"Wietse A. Tol","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5884304191524893,"gpt":0.6552665479745072,"spread":0.06683612882201795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01213406,0.0004362581,0.0006200529,0.001454495,0.006728574,0.003702791,0.0013459,0.001122389,0.001757782],"category_scores_gemma":[0.01658276,0.0008232002,0.0003551578,0.001720234,0.007613962,0.003969021,0.005765364,0.001643246,0.0001503201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005673332,"about_ca_system_score_gemma":0.007134904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009924412,"about_ca_topic_score_gemma":0.01476106,"domain_scores_codex":[0.9929307,0.004890725,0.00028003,0.0003453836,0.0004509169,0.001102335],"domain_scores_gemma":[0.9865579,0.01051462,0.000967183,0.0003123217,0.0007375546,0.0009105014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002131637,0.00002744046,0.004114606,0.0001430701,0.000004265356,0.0006303444,0.9896905,0.00003638795,0.0004236316,0.0004039916,0.0001367172,0.004367679],"study_design_scores_gemma":[0.000001964766,0.00003479422,0.002566147,0.0001642407,0.000003371871,0.0001216507,0.9949806,0.00005735147,0.0001722714,0.0001253943,0.001765753,0.00000651867],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996206,0.0003386281,0.001042418,0.0009407651,0.00001299817,0.0002100349,0.00005613778,0.000006744116,0.001186229],"genre_scores_gemma":[0.9970836,0.0005479212,0.001002604,0.000283417,0.000005268658,0.0003299433,0.00003348952,0.0000113082,0.0007024647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01213406,"threshold_uncertainty_score":0.06417179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3210389362","doi":"10.1177/26334895211043791","title":"Patient and provider perception of appropriateness, acceptability, and feasibility of behavioral health home (BHH) core components based on program implementation in an urban, safety-net health system","year":2021,"lang":"en","type":"article","venue":"Implementation Research and Practice","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Institute of Mental Health; Harvard Medical School","keywords":"Thematic analysis; Nursing; Health care; Population; Medicine; Mental health; Safety net; Applied psychology; Psychology; Qualitative research; Family medicine; Psychiatry; Environmental health","authors":[{"name":"Ana M. Progovac","is_ca":false},{"name":"Miriam C. Tepper","is_ca":false},{"name":"H. Stephen Leff","is_ca":false},{"name":"Dharma E. Cortés","is_ca":false},{"name":"Alexander Colts","is_ca":false},{"name":"Andrea Ault-Brutus","is_ca":false},{"name":"Sherry S-Y Hou","is_ca":true},{"name":"Frederick Lu","is_ca":false},{"name":"Sara Banbury","is_ca":false},{"name":"Dennis Sunder","is_ca":false},{"name":"Benjamin Lê Cook","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2867698041506969,"gpt":0.6014655298258496,"spread":0.3146957256751526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00910081,0.0001483717,0.0002150757,0.0004789186,0.00118717,0.001197115,0.0003296423,0.0004452093,0.002237458],"category_scores_gemma":[0.02423144,0.0002552652,0.0004371104,0.0004302273,0.001069899,0.0009384705,0.001568678,0.0007945758,0.0001005346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001944887,"about_ca_system_score_gemma":0.002676658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004981017,"about_ca_topic_score_gemma":0.007580609,"domain_scores_codex":[0.989275,0.007502069,0.0007158162,0.0003123331,0.001202444,0.0009923443],"domain_scores_gemma":[0.9844752,0.008625401,0.00332978,0.0002491953,0.001621995,0.001698326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001057224,0.001058065,0.8195616,0.0004239749,0.0001537903,0.0005969836,0.1329257,0.0004564425,0.002340272,0.0003367352,0.0008262414,0.04026297],"study_design_scores_gemma":[0.00008651484,0.003470706,0.7592868,0.0002315668,0.0001088209,0.0007623439,0.2314719,0.001337037,0.001225502,0.000161307,0.001789254,0.00006830377],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989886,0.00002360995,0.0001120248,0.0002021392,0.000002722427,0.00003369103,0.00002913839,0.000002126984,0.0006060991],"genre_scores_gemma":[0.9996166,0.00003558556,0.0001976102,0.00005555432,0.000002416938,0.00002202884,0.00001695278,0.000001090129,0.00005208653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00910081,"threshold_uncertainty_score":0.04813027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411460546","doi":"10.1177/26334895251346816","title":"Scaling up: Facilitators, barriers, and EDI considerations for clinical implementation of a stepped-care early mental health parenting program (I-InTERACT-North)","year":2025,"lang":"en","type":"article","venue":"Implementation Research and Practice","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Lawson Health Research Institute; Western University; London Health Sciences Centre; Queen's University; Holland Bloorview Kids Rehabilitation Hospital; Institute for Clinical Evaluative Sciences; University Health Network; BC Children's Hospital; University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"Canadian Institutes of Health Research; Garry Hurvitz Centre for Brain and Mental Health","keywords":"Mental health; Psychology; Scaling; Mental health care; Nursing; Psychiatry; Medicine","authors":[{"name":"Tricia S. Williams","is_ca":true},{"name":"Angela Deotto","is_ca":true},{"name":"Andrea Greenblatt","is_ca":true},{"name":"Giulia F. Fabiano","is_ca":true},{"name":"Rivka Green","is_ca":true},{"name":"Janaksha Linga-Easwaran","is_ca":true},{"name":"Evdokia Anagnostou","is_ca":true},{"name":"Jennifer Crosbie","is_ca":true},{"name":"Elizabeth Kelley","is_ca":true},{"name":"Steven P. Miller","is_ca":true},{"name":"Rob Nicolson","is_ca":true},{"name":"Jennifer Rosart","is_ca":true},{"name":"Shari L. Wade","is_ca":false},{"name":"Melanie Barwick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6933826438753914,"gpt":0.7853451323031863,"spread":0.09196248842779486,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05763685,0.0004796101,0.0005278471,0.0007842469,0.00607038,0.004134763,0.0035564,0.001220902,0.003037867],"category_scores_gemma":[0.06937775,0.0006036619,0.0008676184,0.0007802567,0.0031496,0.004329119,0.01230659,0.003645099,0.0001782159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008158231,"about_ca_system_score_gemma":0.04573897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006598162,"about_ca_topic_score_gemma":0.0161484,"domain_scores_codex":[0.9539893,0.03274373,0.001850975,0.001439175,0.004102017,0.00587479],"domain_scores_gemma":[0.9584157,0.02720337,0.002804346,0.001693306,0.002913087,0.006970234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005759147,0.006164106,0.09124257,0.002769154,0.0001110217,0.001861402,0.4249627,0.0007943599,0.001851549,0.00723372,0.005305545,0.4571279],"study_design_scores_gemma":[0.0003740511,0.004781433,0.1246397,0.004785809,0.0002339732,0.001119304,0.8296262,0.002054793,0.002799877,0.005227633,0.02421602,0.0001411258],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658287,0.0006580147,0.004815036,0.01427253,0.0001143198,0.004423834,0.00007492898,0.00009023708,0.009722365],"genre_scores_gemma":[0.9738137,0.0006030027,0.01866909,0.00123755,0.00002498383,0.004829048,0.00005777241,0.00001967104,0.0007452085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05763685,"threshold_uncertainty_score":0.3048165,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406125005","doi":"10.1177/26334895241307638","title":"Changing or validating physician opioid prescribing behaviors through audit and feedback and academic detailing interventions in primary care","year":2025,"lang":"en","type":"article","venue":"Implementation Research and Practice","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Trillium Health Centre; Centre for Social Innovation; Ottawa Hospital; University of Ottawa; Public Health Ontario; Women's College Hospital; University of Toronto","funders":"Strategy for Patient-Oriented Research","keywords":"Psychological intervention; Academic detailing; Audit; Context (archaeology); Receipt; Psychology; Medical education; Medicine; Behavior change; Nursing; Social psychology","authors":[{"name":"Celia Laur","is_ca":true},{"name":"Natasha Kithulegoda","is_ca":true},{"name":"Nicola McCleary","is_ca":true},{"name":"Emily Nicholas Angl","is_ca":false},{"name":"Michael Strange","is_ca":false},{"name":"Barbara Sklar","is_ca":false},{"name":"Thivja Sribaskaran","is_ca":true},{"name":"Gail Dobell","is_ca":true},{"name":"Sharon Gushue","is_ca":true},{"name":"Jonathan Lam","is_ca":true},{"name":"Lindsay Bevan","is_ca":true},{"name":"Victoria J. Burton","is_ca":true},{"name":"Lena Salach","is_ca":true},{"name":"Justin Presseau","is_ca":true},{"name":"Laura Desveaux","is_ca":true},{"name":"Noah Ivers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1717858959575425,"gpt":0.5247529101162729,"spread":0.3529670141587304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03266563,0.0004479375,0.0005911759,0.001409177,0.004295952,0.001291225,0.001603394,0.000904448,0.001366147],"category_scores_gemma":[0.06780875,0.0006736558,0.0004592842,0.00168713,0.001758162,0.0009700264,0.002457943,0.000945311,0.0001218737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01668299,"about_ca_system_score_gemma":0.03176247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1582578,"about_ca_topic_score_gemma":0.3243556,"domain_scores_codex":[0.966085,0.02263204,0.001889578,0.001511607,0.004968921,0.002912782],"domain_scores_gemma":[0.9244373,0.03984253,0.01626487,0.003742034,0.008119438,0.007593817],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.002813928,0.009230977,0.467927,0.002690141,0.0001804139,0.0005114308,0.07664624,0.002151825,0.003321848,0.000401571,0.002446435,0.4316783],"study_design_scores_gemma":[0.001376719,0.01185618,0.9469342,0.001071704,0.0002674273,0.0002748393,0.02440771,0.002776577,0.003085529,0.0004326884,0.007389729,0.0001266311],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927458,0.0007683816,0.001512141,0.0008379887,0.00001948273,0.002010345,0.00009372497,0.00009681547,0.001915248],"genre_scores_gemma":[0.9879678,0.0004432329,0.01000768,0.0003368579,0.00002254756,0.0008085156,0.00006840554,0.000004214663,0.0003406907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9673344,"threshold_uncertainty_score":0.3146732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}