{"id":"W2531768233","doi":"10.5301/jsrd.5000213","title":"Controversies: molecular vs. clinical systemic sclerosis classification","year":2016,"lang":"en","type":"article","venue":"Journal of Scleroderma and Related Disorders","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Disease; Medicine; Autoantibody; Population; Bioinformatics; Pathology; Immunology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.06076761,0.0007736989,0.00218816,0.006089158,0.002308406,0.004860145,0.006202132,0.005763768,0.003871509],"category_scores_gemma":[0.1085939,0.000427684,0.001166928,0.004325058,0.01288521,0.01182199,0.002881447,0.01170939,0.001442474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005960777,"about_ca_system_score_gemma":0.005738615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006048669,"about_ca_topic_score_gemma":0.00491726,"domain_scores_codex":[0.9750553,0.0103967,0.004049717,0.003587814,0.006016979,0.000893524],"domain_scores_gemma":[0.8812987,0.08211561,0.006280341,0.003535463,0.02305495,0.00371489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004734698,0.0001818398,0.01797189,0.00459486,0.000313774,0.0004682821,0.002952453,0.0004632883,0.0005798775,0.179698,0.2621145,0.5301878],"study_design_scores_gemma":[0.0002163096,0.0002986813,0.02150053,0.02310366,0.0005134658,0.004899358,0.007773955,0.001800504,0.0006715095,0.2621686,0.6768354,0.0002180193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006824355,0.317098,0.004376024,0.637342,0.02655782,0.00006616135,0.0004198317,0.00005227668,0.007263549],"genre_scores_gemma":[0.1565559,0.3035046,0.009553986,0.3629521,0.1631496,0.0003445008,0.001308995,0.0001703152,0.002460008],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06076761,"threshold_uncertainty_score":0.3213736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348207382110174,"score_gpt":0.2728816489160424,"score_spread":0.2493995750949407,"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."}}