{"id":"W2914683197","doi":"10.1097/jac.0000000000000269","title":"Experience of Family Physicians in Practice Transformation Networks","year":2019,"lang":"en","type":"article","venue":"Journal of Ambulatory Care Management","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University","funders":"","keywords":"Reimbursement; Family medicine; Payment; Nursing; Health informatics; Certification; Health care; Informatics; Medicine; Business; Political science; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007128386,0.000109808,0.0003685019,0.0002409749,0.00007998757,0.000004875177,0.0002172877,0.00008914895,0.00006019418],"category_scores_gemma":[0.00001757938,0.00008775181,0.0001075074,0.0002446157,0.00001951974,0.000572461,0.00005403253,0.0004899841,0.00002401869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006477717,"about_ca_system_score_gemma":0.0002197197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006163921,"about_ca_topic_score_gemma":0.00002574012,"domain_scores_codex":[0.9978735,0.0002523819,0.001045936,0.0001058386,0.0004349875,0.0002872841],"domain_scores_gemma":[0.9983413,0.0001849845,0.0008569067,0.0002254561,0.0003358744,0.0000554309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003005407,0.0007681526,0.2584505,0.01067038,0.0006731595,0.0003358128,0.3534877,0.02858847,0.0007967214,0.0222792,0.04410415,0.2768403],"study_design_scores_gemma":[0.003182679,0.0004090113,0.331723,0.0009211452,0.0001242191,0.000003781561,0.309698,0.0002171512,0.00003210571,0.00007024565,0.3533942,0.0002244729],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8527822,0.001983173,0.002148462,0.002047247,0.00294866,0.001205567,0.000003824357,0.00001907636,0.1368618],"genre_scores_gemma":[0.9889312,0.0007907632,0.0006958026,0.009176138,0.0001269527,0.00001253122,0.000002608987,0.00001345475,0.0002505263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.30929,"threshold_uncertainty_score":0.3578415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200285083063865,"score_gpt":0.3910624153961043,"score_spread":0.3690595645654656,"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."}}