{"id":"W4309381678","doi":"10.21203/rs.3.rs-2231080/v1","title":"Family physicians partnering for system change: A multiple-case study of Ontario Health Teams in development","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University","funders":"Agency for Healthcare Research and Quality","keywords":"Thematic analysis; Workload; Corporate governance; Health care; Nursing; Pandemic; Family medicine; Psychology; Medicine; Public relations; Qualitative research; Political science; Coronavirus disease 2019 (COVID-19); Sociology; Business; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00553778,0.0004976206,0.0005353997,0.001578535,0.0205707,0.00308001,0.001865323,0.001945151,0.0025422],"category_scores_gemma":[0.01194569,0.0006877341,0.0003342493,0.00242889,0.004699755,0.001695996,0.003532853,0.001893312,0.0002093343],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04989603,"about_ca_system_score_gemma":0.03253004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6764009,"about_ca_topic_score_gemma":0.8831644,"domain_scores_codex":[0.9931254,0.003237689,0.0001862106,0.0004234046,0.0009306342,0.002096517],"domain_scores_gemma":[0.9903415,0.00351977,0.001627833,0.0003019825,0.00133724,0.002871621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009779228,0.0005748325,0.07018803,0.0001342703,0.00001475471,0.01436964,0.9033965,0.0001504192,0.0004126903,0.0007921878,0.001463642,0.008405248],"study_design_scores_gemma":[0.00002208362,0.000205509,0.04624914,0.000126105,0.0000107244,0.001131907,0.9439899,0.000223776,0.0001429901,0.0001366249,0.007742288,0.00001890655],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966187,0.0001908928,0.0001520626,0.0007734001,0.000008427815,0.0001655771,0.00003960262,0.000002438026,0.002048846],"genre_scores_gemma":[0.9968052,0.0003848795,0.0004837197,0.0002487616,0.000008756275,0.0001160842,0.00003347934,0.000005413726,0.001913771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.950104,"threshold_uncertainty_score":0.6510097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3990429153387229,"score_gpt":0.561465525742315,"score_spread":0.1624226104035921,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}