{"id":"W4206281438","doi":"10.1016/j.amjmed.2011.04.008","title":"The Reply","year":2011,"lang":"en","type":"article","venue":"The American Journal of Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"ABIM Foundation","keywords":"Maintenance of Certification; Certification; Medicine; Medical education; Continuing medical education; Board certification; Continuing education; Law; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008517853,0.001150002,0.001985317,0.001505012,0.006283754,0.009876297,0.003781489,0.07089544,0.02396074],"category_scores_gemma":[0.09273471,0.001211525,0.002217993,0.001079217,0.006860353,0.007197774,0.005943421,0.0767661,0.01801182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005139879,"about_ca_system_score_gemma":0.008503898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005875549,"about_ca_topic_score_gemma":0.007039516,"domain_scores_codex":[0.9900642,0.002360522,0.001109943,0.001984552,0.002756308,0.001724477],"domain_scores_gemma":[0.9582341,0.02233759,0.00254944,0.001840974,0.009597905,0.005440164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001932465,0.00000755562,0.0001965209,0.00003451505,0.00001412899,0.0001347929,0.000112782,0.000007966006,0.00003793938,0.001305185,0.99656,0.00156936],"study_design_scores_gemma":[0.00009128854,0.00002779487,0.001079451,0.0003371015,0.00005704818,0.0004078378,0.001132602,0.0000590868,0.0001672285,0.005470499,0.9910876,0.00008246501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001108844,0.0009737147,0.00003568106,0.9154235,0.08244906,0.000006296249,0.00004014634,0.0000135702,0.0009473537],"genre_scores_gemma":[0.0007954818,0.0002993012,0.00002815456,0.9639828,0.03112019,0.00001828045,0.00001536524,0.00001136024,0.003729075],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07089544,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09785065927166617,"score_gpt":0.4478604470656397,"score_spread":0.3500097877939735,"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."}}