{"id":"W7098647156","doi":"","title":"DEPARTMENTS OF FAMILY MEDICINE AND COMMUNITY HEALTH SCIENCES","year":2006,"lang":"en","type":"article","venue":"","topic":"Health and Medical Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Community health; Biomedical sciences; Public health; Human science; Health care; Family studies","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003067742,0.00004502798,0.0001633417,0.00006158836,0.001107032,6.259539e-7,0.00006731148,0.00004595815,0.000169308],"category_scores_gemma":[0.000431403,0.00002952158,0.000006217139,0.0001633453,0.0002849328,0.0000355645,0.00002773742,0.0003289821,0.00001238833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000459872,"about_ca_system_score_gemma":0.0008825473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.113532,"about_ca_topic_score_gemma":0.003899379,"domain_scores_codex":[0.9982728,0.0008051647,0.0004057224,0.0000713162,0.0001787691,0.000266166],"domain_scores_gemma":[0.9987324,0.0007762444,0.0001356635,0.0001065702,0.00005323192,0.0001958704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002333161,0.0004081884,0.549017,0.00147758,0.000004603455,1.933187e-7,0.01031043,5.947519e-7,0.0002445898,0.02211593,0.3940317,0.02236595],"study_design_scores_gemma":[0.0007938187,0.0005186774,0.9110523,0.0002669218,0.000003270531,4.25904e-7,0.02133716,0.00003350768,0.000009537062,0.003682391,0.06225824,0.00004376288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8819734,0.0006015565,0.0002129169,0.01691516,0.0003185284,0.0003309287,0.000002925049,0.000024258,0.09962027],"genre_scores_gemma":[0.9845594,0.0001606084,0.0008049005,0.01367623,0.0001218638,0.00001688139,0.00001405194,0.000002650499,0.000643438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3620354,"threshold_uncertainty_score":0.8923711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3099067286633494,"score_gpt":0.5986674773653499,"score_spread":0.2887607487020005,"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."}}