{"id":"W2100664443","doi":"10.1002/art.24539","title":"Predictors of early inactive disease in a juvenile idiopathic arthritis cohort: Results of a Canadian multicenter, prospective inception cohort study","year":2009,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université de Sherbrooke; Université Laval; University of Alberta; McGill University; University of Calgary; SickKids Foundation; Dalhousie University; Université de Montréal; Hospital for Sick Children; University of British Columbia; University of Manitoba","funders":"","keywords":"Medicine; Polyarthritis; Psoriatic arthritis; Arthritis; Internal medicine; Cohort; Juvenile rheumatoid arthritis; Prospective cohort study; Rheumatoid factor; Physical therapy; Quality of life (healthcare); Enthesitis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002453733,0.0002414095,0.000924779,0.002337158,0.000198554,0.00003648575,0.0002864951,0.0001682617,0.00005982516],"category_scores_gemma":[0.001504365,0.0002544578,0.0001478881,0.002222361,0.0004529292,0.0003370971,0.0001126677,0.001061175,0.0000267964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009103828,"about_ca_system_score_gemma":0.002446922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1975175,"about_ca_topic_score_gemma":0.205101,"domain_scores_codex":[0.9945977,0.0007456897,0.001162245,0.0007203993,0.001874746,0.0008992246],"domain_scores_gemma":[0.9964249,0.0001043038,0.0001817912,0.0007914262,0.00191194,0.000585701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002698857,0.001092266,0.9484954,0.0001001666,0.00008423044,0.0008033406,0.01989877,0.000008812833,0.0006883094,0.00004948236,0.0001643289,0.02591604],"study_design_scores_gemma":[0.01007571,0.004864225,0.9675332,0.001573831,0.00002227039,0.000005013946,0.01456501,0.00004321919,0.0008640104,0.00006110288,0.0002158719,0.0001765582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822342,0.006947975,0.000001048869,0.0002583028,0.00005964381,0.005977479,0.0002236495,0.00003095241,0.004266747],"genre_scores_gemma":[0.9963126,0.002893493,0.00001344365,0.00001674291,0.00006086324,0.0004460854,0.00009366823,0.00003331562,0.0001298412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02573948,"threshold_uncertainty_score":0.9999908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722489886083702,"score_gpt":0.310332968022129,"score_spread":0.293108069161292,"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."}}