{"id":"W2171310806","doi":"10.1002/acr.22687","title":"On Modelling Minimal Disease Activity","year":2015,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"Medical Research Council; Krembil Foundation","keywords":"Statistics; Medicine; Observational study; Statistical analysis; Cohort; Demography; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01779277,0.001500513,0.002369263,0.001339479,0.0004537734,0.001674191,0.002662183,0.00164326,0.002532342],"category_scores_gemma":[0.06221756,0.001000921,0.002504055,0.001280527,0.002013325,0.002281032,0.002046997,0.002201842,0.0003628942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001924643,"about_ca_system_score_gemma":0.001851272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008579136,"about_ca_topic_score_gemma":0.005318919,"domain_scores_codex":[0.9923562,0.005319613,0.0002495173,0.001088622,0.0006159038,0.0003703009],"domain_scores_gemma":[0.9307237,0.0624346,0.003723521,0.001430167,0.001196912,0.0004910404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001437325,0.00004939152,0.004503209,0.0001918924,0.0001971078,0.000086014,0.0001846747,0.9303384,0.0002798853,0.0485042,0.0005330328,0.0149885],"study_design_scores_gemma":[0.00001968174,0.00006903682,0.0005483541,0.0000456534,0.00001895746,0.00003188151,0.00001469317,0.9572693,0.00009545406,0.04135052,0.0005168006,0.00001972029],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02247451,0.0005220467,0.9747888,0.0005208507,0.00004767506,0.0001009368,0.0003369933,0.0001496739,0.001058639],"genre_scores_gemma":[0.7266766,0.001208646,0.2631407,0.0004364901,0.0002535933,0.001645396,0.00144639,0.000174007,0.005018163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01779277,"threshold_uncertainty_score":0.09409833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1416711476613254,"score_gpt":0.3982406097605107,"score_spread":0.2565694620991854,"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."}}