{"id":"W2054470400","doi":"10.1097/rhu.0b013e31826d6408","title":"Wait Times for Rheumatology Consultation","year":2012,"lang":"en","type":"article","venue":"JCR Journal of Clinical Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; McGill University Health Centre; Université de Montréal; Institut National de Santé Publique du Québec","funders":"","keywords":"Rheumatology; Internal medicine; Medicine; Family medicine; Medical physics","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":[0.001482525,0.0002105538,0.0002716139,0.0007547292,0.0008505446,0.0009618711,0.0004034963,0.0006281129,0.01456462],"category_scores_gemma":[0.02443904,0.0001628368,0.0005836497,0.0006409239,0.000203053,0.0009219812,0.0005607057,0.0008490357,0.001024492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176206,"about_ca_system_score_gemma":0.001193642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004077547,"about_ca_topic_score_gemma":0.00502497,"domain_scores_codex":[0.9973589,0.0008201495,0.000544069,0.0003197757,0.0005587687,0.000398338],"domain_scores_gemma":[0.9793347,0.01166293,0.00632838,0.0002573985,0.0009580332,0.001458636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001984528,0.000337297,0.8899694,0.001026302,0.0003148617,0.002502803,0.003031544,0.00189542,0.001217112,0.001955203,0.01091278,0.08485261],"study_design_scores_gemma":[0.0001573218,0.001678034,0.9309935,0.001207181,0.0004171444,0.02198922,0.006179018,0.004476828,0.001325686,0.002192355,0.02925186,0.0001319487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590394,0.01130013,0.003369493,0.004016734,0.000327972,0.0001438451,0.002904,0.0002071469,0.01869115],"genre_scores_gemma":[0.9968996,0.0008113222,0.00083627,0.0002289173,0.00008561939,0.00005620457,0.0005490024,0.00001228091,0.000520722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01456462,"threshold_uncertainty_score":0.04872358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06546573319341584,"score_gpt":0.4291276353806366,"score_spread":0.3636619021872207,"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."}}