{"id":"W2999734532","doi":"10.29173/hsi168","title":"Advancing research in primary care: A graduate program in family medicine","year":2019,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Primary care; Medical education; Family medicine; Medicine; Primary (astronomy); Primary health care; Psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01892789,0.0002316704,0.000799646,0.002092826,0.001107042,0.00001642585,0.0008854544,0.0001890118,0.00007066509],"category_scores_gemma":[0.000310139,0.0001929961,0.00003651016,0.005575605,0.001122421,0.0006960225,0.000550715,0.002787026,0.0005276268],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009271907,"about_ca_system_score_gemma":0.02521396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009360074,"about_ca_topic_score_gemma":0.002694739,"domain_scores_codex":[0.9911124,0.0009121622,0.00154598,0.001004098,0.001991633,0.003433786],"domain_scores_gemma":[0.9966688,0.0009570382,0.0002921016,0.0008712252,0.0005469892,0.0006638864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001574312,0.000157749,0.727221,0.006095993,0.000001294357,0.00004200114,0.05861609,0.00001385327,0.0003899905,0.001363497,0.01919925,0.1867419],"study_design_scores_gemma":[0.001819743,0.0008342831,0.9123216,0.002020385,7.916813e-7,0.000002191805,0.04029411,0.00007589429,0.000003264105,0.0007800887,0.04165139,0.0001962713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9109182,0.002886685,0.000007212204,0.03932981,0.003759618,0.00518497,0.00000300854,0.0001602563,0.03775023],"genre_scores_gemma":[0.9491079,0.001637605,0.001672047,0.04589967,0.0005316313,0.0007631292,0.00002563469,0.00003796626,0.0003244446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1865456,"threshold_uncertainty_score":0.9995136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3897031887198131,"score_gpt":0.5963206012221162,"score_spread":0.206617412502303,"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."}}