{"id":"W4385410985","doi":"10.33137/utmj.v100i2.39276","title":"Navigating long wait times for rheumatological health issues and suggestions for further investigations","year":2023,"lang":"en","type":"article","venue":"University of Toronto Medical Journal","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Specialty; Medicine; Ranking (information retrieval); Family medicine; Health care; Primary care; Population; Nursing; Environmental health; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.02567754,0.0005677522,0.00135593,0.002046119,0.01123617,0.008323957,0.003790346,0.007581334,0.009060495],"category_scores_gemma":[0.07977928,0.0005746188,0.001899286,0.002379369,0.008590837,0.01238787,0.004559421,0.01138293,0.001076479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03268723,"about_ca_system_score_gemma":0.1534104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.313304,"about_ca_topic_score_gemma":0.6517041,"domain_scores_codex":[0.9785513,0.01301592,0.001287299,0.0008501609,0.003483609,0.002811822],"domain_scores_gemma":[0.8999065,0.05491264,0.005007778,0.0009011619,0.02361897,0.01565292],"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":[0.0001161837,0.0001948295,0.01671888,0.007906078,0.0001201733,0.003336702,0.2082975,0.000431124,0.0006318598,0.02514463,0.5887724,0.1483297],"study_design_scores_gemma":[0.00005236984,0.0001008628,0.01276029,0.01855781,0.0001188618,0.001369512,0.5480541,0.0005340512,0.0002133719,0.02605096,0.3919578,0.0002300547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006661845,0.02229299,0.001756403,0.9593653,0.003811885,0.0001593841,0.0001164621,0.00006023563,0.00577537],"genre_scores_gemma":[0.2873691,0.1860817,0.0331076,0.4588148,0.009378752,0.001801018,0.000607627,0.0002211604,0.02261818],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.313304,"threshold_uncertainty_score":0.6229607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.018020220094751,"score_gpt":0.3260170366209117,"score_spread":0.3079968165261607,"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."}}