{"id":"W2326552639","doi":"10.1136/annrheumdis-2012-eular.840","title":"AB0840 Scleroderma classification criteria: Disease-specific methods for valid case comparisons","year":2012,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Western University; University of Toronto","funders":"","keywords":"Medicine; Interstitial lung disease; Intraclass correlation; Dermatology; Surgery; Physical therapy; Internal medicine; Lung","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2298559,0.001460109,0.003983416,0.007819891,0.002906301,0.003299214,0.00610117,0.002731158,0.01902994],"category_scores_gemma":[0.5259994,0.001269587,0.004428313,0.005325709,0.002308579,0.003344062,0.006168033,0.003354563,0.002365826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001775305,"about_ca_system_score_gemma":0.003795364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001560681,"about_ca_topic_score_gemma":0.003193685,"domain_scores_codex":[0.6269147,0.2717983,0.05781043,0.01467223,0.02618625,0.002618004],"domain_scores_gemma":[0.5039301,0.3785009,0.01951178,0.06464119,0.03207136,0.001344566],"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":[0.02074569,0.002367757,0.2877913,0.009493018,0.01154499,0.001177193,0.008041237,0.009337691,0.004472584,0.04715719,0.04425509,0.5536162],"study_design_scores_gemma":[0.008450665,0.006533017,0.5022643,0.005850083,0.01123406,0.006054735,0.008412218,0.1406246,0.01161213,0.1681371,0.1299474,0.0008797887],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2062145,0.004650793,0.7017294,0.001048746,0.001410493,0.04286526,0.01930069,0.001118278,0.02166186],"genre_scores_gemma":[0.5205808,0.0005612591,0.3863493,0.000461483,0.0002961725,0.07674537,0.0117949,0.0007977636,0.002412901],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2298559,"threshold_uncertainty_score":0.9497249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3263524439061633,"score_gpt":0.45561163724371,"score_spread":0.1292591933375467,"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."}}