{"id":"W6922031698","doi":"10.11575/prism/41573","title":"Withdrawing biologics in non-systemic JIA: what matters to pediatric rheumatologists?","year":2023,"lang":"en","type":"other","venue":"University of Calgary","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Descriptive statistics; Preference; Clinical Practice; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003117829,0.0003956169,0.000877623,0.002199505,0.00005759073,0.0000249461,0.000825045,0.0006591983,0.000346595],"category_scores_gemma":[0.00004408027,0.0004658964,0.0001716464,0.001216654,0.0001833291,0.0001911802,0.000471158,0.0003869928,0.006941333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004452152,"about_ca_system_score_gemma":0.000122492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005820062,"about_ca_topic_score_gemma":0.004384856,"domain_scores_codex":[0.998116,0.0001522978,0.0002656324,0.0006483645,0.0003272442,0.0004904968],"domain_scores_gemma":[0.9986737,0.0001337424,0.0004347652,0.0005521276,0.00004744208,0.0001581724],"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":[0.0001727469,0.00008934164,0.08127818,0.0008895367,0.0001565783,0.001278976,0.001183398,0.00009847106,0.0001178446,0.0001214177,0.9135062,0.001107355],"study_design_scores_gemma":[0.01501241,0.001059288,0.1088228,0.03261952,0.001631466,0.0003898533,0.04318637,0.0008186222,0.00006386874,0.0001708873,0.7864277,0.009797216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2400785,0.01288846,0.005739413,0.00196061,0.00892105,0.01138549,0.00127732,0.01263416,0.705115],"genre_scores_gemma":[0.08396599,0.02640635,0.009882257,0.0009236046,0.0004676644,0.000009048888,0.000593868,0.007462162,0.870289],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1651741,"threshold_uncertainty_score":0.9997793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007261890231059,"score_gpt":0.2054340781421207,"score_spread":0.1953614592398101,"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."}}