{"id":"W2395754109","doi":"","title":"Physician resources and postgraduate training in canadian academic rheumatology centers: a 5-year prospective study.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Rheumatology; Internal medicine; Family medicine; Prospective cohort study; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002248524,0.00009440084,0.0002159151,0.0002174407,0.00004856163,0.00000886077,0.00003904789,0.00006501137,0.000001553424],"category_scores_gemma":[0.0001561285,0.00008101854,0.00003135499,0.0002046755,0.00008508955,0.00006384688,0.00001207113,0.0002183117,0.000002693145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001778527,"about_ca_system_score_gemma":0.00009039826,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08173057,"about_ca_topic_score_gemma":0.1482116,"domain_scores_codex":[0.9990655,0.00003795997,0.0001705274,0.0002334209,0.0001010434,0.0003915676],"domain_scores_gemma":[0.9996264,0.00002180016,0.00003538528,0.00008513771,0.00002383852,0.0002074651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008688952,0.0001066704,0.9320564,0.00006323143,0.0000394225,0.00001458864,0.02877728,0.000004370509,0.00001507235,0.0006347533,0.00001120045,0.0381901],"study_design_scores_gemma":[0.002515563,0.0001477025,0.9808985,0.00005063907,0.00001637191,0.0000077273,0.01453365,0.000004608495,0.000003743423,0.001617544,0.0001250527,0.0000788898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919207,0.0002135367,9.677207e-7,0.004114198,0.00005408002,0.001699255,0.000002873573,0.00002130679,0.001973148],"genre_scores_gemma":[0.9991693,0.00002715411,0.00002285631,0.0002243475,0.00001991519,0.0004877245,0.000004062081,0.00001286215,0.00003177641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06648101,"threshold_uncertainty_score":0.9243843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472171065484538,"score_gpt":0.251946846764715,"score_spread":0.2372251361098696,"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."}}