{"id":"W2736104305","doi":"","title":"Family Medicine Research in the United States From the late 1960s Into the Future.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Specialty; Family medicine; Alternative medicine; Medical education; Medicine; Field (mathematics); Public relations; Political science; Pathology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01182296,0.0001472867,0.0002591139,0.0001203638,0.005169582,0.00006338818,0.00217321,0.000161272,0.00008491209],"category_scores_gemma":[0.0009967601,0.00005490199,0.00004283671,0.0004096814,0.000538081,0.000122755,0.0004882681,0.002209541,0.0001358101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002744942,"about_ca_system_score_gemma":0.0003642729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09374272,"about_ca_topic_score_gemma":0.03073494,"domain_scores_codex":[0.9943398,0.003201654,0.0004866583,0.000228467,0.0007244163,0.001019055],"domain_scores_gemma":[0.9901574,0.007552563,0.0002198489,0.001733489,0.0002109231,0.0001258135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001366132,0.00002497143,0.1335527,0.00005577114,0.00003213936,0.00001543539,0.04936051,8.780587e-7,0.00000318896,0.003360341,0.7447648,0.06869263],"study_design_scores_gemma":[0.0003994073,0.000008803154,0.5119946,0.00001693509,0.000006952436,1.021491e-7,0.01413197,0.000005488524,4.064098e-7,0.009276966,0.4641222,0.00003616541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3931608,0.002090482,0.00000180771,0.5838721,0.001299858,0.001759021,0.00001753458,0.00002707841,0.01777134],"genre_scores_gemma":[0.7375068,0.007164672,0.00001259914,0.2423353,0.004174075,0.004641904,0.0001314075,0.00003350182,0.003999703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3784419,"threshold_uncertainty_score":0.9961256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2560722687787821,"score_gpt":0.4921142917883918,"score_spread":0.2360420230096096,"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."}}