{"id":"W1844548988","doi":"10.1097/acm.0000000000000897","title":"Four-Year Educational and Patient Care Outcomes of a Team-Based Primary Care Longitudinal Clerkship","year":2015,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Clair College","funders":"","keywords":"Curriculum; Medicine; Primary care; Family medicine; Longitudinal study; Medical education; Nursing; Psychology; Pedagogy","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":[0.0005189205,0.0002233156,0.0006645501,0.0002095093,0.0002269751,0.000001168498,0.0002229915,0.0003705777,0.0002372147],"category_scores_gemma":[0.0008699515,0.0001634102,0.00004766351,0.0001937893,0.0002144728,0.00009596573,0.00013705,0.001120625,0.00004235496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008321472,"about_ca_system_score_gemma":0.00364264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005195682,"about_ca_topic_score_gemma":0.00006682713,"domain_scores_codex":[0.9973257,0.0002934388,0.0008954473,0.0003334376,0.0006769493,0.0004750087],"domain_scores_gemma":[0.9970405,0.001112509,0.0004055856,0.0003429194,0.000611746,0.0004868034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001074395,0.000006555335,0.8421023,0.001169737,0.00001944797,0.000001982008,0.02897854,0.00000117603,0.00001755151,0.0007554369,0.1243477,0.002492086],"study_design_scores_gemma":[0.004780302,0.0007143357,0.8583047,0.0007312815,0.0001314984,0.000004673161,0.06030663,0.000003263569,0.00001817783,0.0009748152,0.0737754,0.0002549095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8808335,0.0184493,0.00004662054,0.05638399,0.002073934,0.001362744,0.00008546946,0.0000873905,0.04067703],"genre_scores_gemma":[0.9638781,0.0002180832,0.0003763093,0.03403855,0.0006023794,0.0001102056,0.0002183645,0.00002925515,0.0005287695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08304455,"threshold_uncertainty_score":0.6663677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1309757760672998,"score_gpt":0.4391793380810005,"score_spread":0.3082035620137007,"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."}}