{"id":"W2009701026","doi":"10.3899/jrheum.080514","title":"Access to Pediatric Rheumatology Subspecialty Care in British Columbia, Canada","year":2009,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Medicine; Subspecialty; Rheumatology; Referral; Internal medicine; Outpatient clinic; Pediatrics; Family medicine; Physical therapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005906145,0.0001052521,0.0008615311,0.0001910011,0.0001296056,0.00005920524,0.000588102,0.0001243765,0.0003432485],"category_scores_gemma":[0.0005670095,0.0001133781,0.00007932669,0.0005225727,0.00006870079,0.0001310346,0.00008434836,0.0006379535,0.00001116616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002397949,"about_ca_system_score_gemma":0.002960287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7076985,"about_ca_topic_score_gemma":0.9786431,"domain_scores_codex":[0.997744,0.000243957,0.0009997182,0.0001309431,0.0004054351,0.0004759853],"domain_scores_gemma":[0.9986175,0.0001976765,0.0003537194,0.0002636017,0.0003823346,0.000185198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001945882,0.00005556389,0.946257,0.00007860993,0.00002370207,0.0002636339,0.0005314949,0.00002423583,0.000008697745,0.00001243805,0.04377457,0.008775463],"study_design_scores_gemma":[0.001854832,0.0005223511,0.9749084,0.0001442146,0.00003523376,0.0137862,0.001804183,0.000007967712,0.000008535558,0.0001394024,0.006664486,0.0001241741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901522,0.00426778,0.00001845421,0.004350818,0.0003376956,0.0002934249,0.000003292254,0.00000849912,0.0005678399],"genre_scores_gemma":[0.995423,0.003582333,0.00003201828,0.0007971577,0.00001671745,0.000002802942,0.000002666177,0.00001380588,0.0001294536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2709445,"threshold_uncertainty_score":0.5251421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130621009908741,"score_gpt":0.2757173945655205,"score_spread":0.2644111844664331,"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."}}