{"id":"W2337244232","doi":"10.1097/rhu.0000000000000186","title":"Immunology for Rheumatology Residents","year":2015,"lang":"en","type":"article","venue":"JCR Journal of Clinical Rheumatology","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Rheumatology; Internal medicine; Medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002699939,0.0001544077,0.001565865,0.0002183144,0.00004309008,0.000007421964,0.0002052541,0.0004988042,0.00006781006],"category_scores_gemma":[0.01999855,0.0001114456,0.000654249,0.0001218879,0.0004237521,0.0001023346,0.00004847605,0.0005431867,0.00005347496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003395035,"about_ca_system_score_gemma":0.0007109094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003882892,"about_ca_topic_score_gemma":0.00001320308,"domain_scores_codex":[0.9962304,0.0003967225,0.0025859,0.0002217226,0.0002457688,0.0003195185],"domain_scores_gemma":[0.9948335,0.002284085,0.001191244,0.0002684283,0.001060468,0.0003622363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007277036,0.001127979,0.889707,0.0004196125,0.0008042102,0.0000584006,0.0004103502,0.00001019912,0.00007832475,0.01380724,0.05964489,0.02665476],"study_design_scores_gemma":[0.05110981,0.01911698,0.746839,0.0008226466,0.000574526,0.01176439,0.002270307,0.0005356647,0.0000557209,0.09179004,0.0746205,0.0005004101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796076,0.002615298,0.003727385,0.009671357,0.003471468,0.0003136377,0.000002101616,0.0000184458,0.0005727088],"genre_scores_gemma":[0.990466,0.001321202,0.007507211,0.0003837187,0.00008362319,0.00001012755,0.000008141669,0.00002580439,0.0001941805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.142868,"threshold_uncertainty_score":0.9882564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08261843917805806,"score_gpt":0.4440274845908134,"score_spread":0.3614090454127553,"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."}}