{"id":"W2084293276","doi":"10.1002/art.38606","title":"A180: A Population Management Tool for Proactive Care of Juvenile Idiopathic Arthritis in the Pediatric Rheumatology Care and Outcomes Improvement Network","year":2014,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Juvenile; Medicine; Rheumatology; Arthritis; Internal medicine; Population; Intensive care medicine; Environmental health","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":[0.0133672,0.0008855382,0.0006944891,0.006627914,0.0007280352,0.002183332,0.001467687,0.0005749865,0.01838475],"category_scores_gemma":[0.05349597,0.0004583393,0.0008715941,0.004135066,0.0002030305,0.003302469,0.003711441,0.001030889,0.002702099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001594624,"about_ca_system_score_gemma":0.003180421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002863506,"about_ca_topic_score_gemma":0.005756144,"domain_scores_codex":[0.9910897,0.004595551,0.002025413,0.0005271918,0.001465439,0.0002967165],"domain_scores_gemma":[0.9567953,0.02654983,0.008108925,0.001788459,0.004518688,0.002238887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006521359,0.001001499,0.2224541,0.001478329,0.000256887,0.000319914,0.002542439,0.002773536,0.0004222314,0.002381289,0.3345757,0.4311419],"study_design_scores_gemma":[0.001521991,0.001287521,0.5220879,0.003432449,0.00047171,0.001322839,0.006769524,0.03484776,0.00209601,0.01042385,0.41527,0.0004684317],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4016216,0.00195524,0.123333,0.02042582,0.001160499,0.02545843,0.2789781,0.03896544,0.1081018],"genre_scores_gemma":[0.4817968,0.00155119,0.3560924,0.003040495,0.0004336251,0.04454268,0.1031741,0.001266542,0.00810212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01838475,"threshold_uncertainty_score":0.07069331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498743837687544,"score_gpt":0.3206302050928938,"score_spread":0.3056427667160184,"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."}}