{"id":"W4251459102","doi":"10.3410/f.737223500.793582484","title":"Faculty Opinions recommendation of Validation of prediction models of severe disease course and non-achievement of remission in juvenile idiopathic arthritis part 2: results of the Nordic model in the Canadian cohort.","year":2021,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Juvenile; Arthritis; Medicine; Disease; Cohort study; Physical therapy; Pediatrics; Psychology; Internal medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008862626,0.002731646,0.001898368,0.003430793,0.002502792,0.003181986,0.00525096,0.002333551,0.04186565],"category_scores_gemma":[0.04701148,0.001059331,0.003672848,0.004310042,0.0006375144,0.001051989,0.002110787,0.002921789,0.02661705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01129224,"about_ca_system_score_gemma":0.03715295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8662753,"about_ca_topic_score_gemma":0.9222741,"domain_scores_codex":[0.9959156,0.0007828007,0.0002482935,0.0007599163,0.0018069,0.000486449],"domain_scores_gemma":[0.9744889,0.005326039,0.0009597993,0.003287195,0.01401912,0.001918875],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001592149,0.00004204512,0.005697717,0.0002939061,0.0001934549,0.00001956132,0.00002644262,0.0006715875,0.00004683682,0.0001801763,0.9885407,0.004128442],"study_design_scores_gemma":[0.003260354,0.00011296,0.1578495,0.001829446,0.001102251,0.0002110801,0.000449177,0.01082612,0.00105268,0.001840828,0.8211966,0.0002689689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001351845,0.0002207038,0.0003028761,0.0004924923,0.0001510681,0.0001120635,0.9953356,0.0004491206,0.001584149],"genre_scores_gemma":[0.003411811,0.0001293211,0.00124946,0.0001504779,0.0000321563,0.0002076746,0.9915992,0.0001268487,0.003093078],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9911374,"threshold_uncertainty_score":0.2690244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0312105001497075,"score_gpt":0.3312169293233206,"score_spread":0.3000064291736131,"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."}}