{"id":"W2053290944","doi":"10.1002/art.24671","title":"Predictors of delayed referral to a pediatric rheumatology center","year":2009,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Subspecialty; Rheumatology; Referral; Internal medicine; Orthopedic surgery; Cohort; Retrospective cohort study; Pediatrics; Physical therapy; Surgery; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006788073,0.0001526849,0.0005111834,0.0007912256,0.000163901,0.00002176321,0.0002879723,0.0001749741,0.000383014],"category_scores_gemma":[0.0004561713,0.0001438079,0.0001384097,0.0009662561,0.0001635431,0.0001085534,0.0001609388,0.000658723,0.0003141002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015163,"about_ca_system_score_gemma":0.0005163551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001734148,"about_ca_topic_score_gemma":0.0000862223,"domain_scores_codex":[0.9968288,0.0001819431,0.0005658413,0.0003974653,0.001152645,0.0008733384],"domain_scores_gemma":[0.9978946,0.00009628828,0.00004778238,0.0005922146,0.001014582,0.0003545701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001805257,0.0006965848,0.6832794,0.0004307641,0.0001120548,0.0005140685,0.01137572,0.000006011743,0.004428148,0.001937274,0.07599217,0.2194226],"study_design_scores_gemma":[0.01748049,0.01866954,0.8107596,0.0009565316,0.0000499403,0.0006049784,0.01607848,0.00005563859,0.006817755,0.0007038521,0.1270081,0.0008150748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764867,0.007557701,0.00001491399,0.00125999,0.00009682414,0.0008308702,0.00002756151,0.00006202885,0.01366342],"genre_scores_gemma":[0.9957777,0.003189964,0.0001259763,0.0001599771,0.00009159587,0.00005169661,0.00006057792,0.00002564094,0.0005168486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2186075,"threshold_uncertainty_score":0.5864317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03018111345946859,"score_gpt":0.3531328356767847,"score_spread":0.3229517222173161,"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."}}