{"id":"W1964798448","doi":"10.3899/jrheum.141103","title":"Systemic Sclerosis Classification: A Rose by Any Other Name Would Smell As Sweet?","year":2015,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care","funders":"","keywords":"Sclerodactyly; Medicine; Dysphagia; Scleroderma (fungus); Autoantibody; Calcinosis; Esophagus; Dermatology; Internal medicine; Cardiology; Pathology; Surgery; Antibody; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001504283,0.0004896165,0.0006483627,0.001551682,0.0009817319,0.001634314,0.0006238159,0.001114736,0.01684177],"category_scores_gemma":[0.003357295,0.0001002718,0.0003006232,0.002318394,0.001002133,0.002056775,0.001465397,0.001872825,0.01366905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008232367,"about_ca_system_score_gemma":0.001541805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002744089,"about_ca_topic_score_gemma":0.004272675,"domain_scores_codex":[0.9988187,0.0002981739,0.0001822203,0.0001158097,0.0004062341,0.0001788606],"domain_scores_gemma":[0.99828,0.0001400157,0.0002974021,0.00007928238,0.0007564673,0.0004467563],"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":[0.0001444902,0.00003073271,0.0104211,0.0002747767,0.00001696199,0.0007892826,0.0004099692,0.00005662949,0.0006226681,0.006138026,0.8100963,0.1709991],"study_design_scores_gemma":[0.00003760984,0.0000605126,0.01577633,0.001228381,0.000020455,0.008614879,0.0009148844,0.0001175552,0.0001021468,0.006754542,0.9663462,0.00002646876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04606385,0.1185166,0.008490011,0.4821242,0.09148142,0.0003905503,0.008314492,0.001053474,0.2435654],"genre_scores_gemma":[0.3425419,0.1411064,0.0306194,0.220204,0.07702395,0.0008971333,0.021368,0.00127707,0.1649621],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01684177,"threshold_uncertainty_score":0.05634135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04778837624275645,"score_gpt":0.2734066412147095,"score_spread":0.2256182649719531,"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."}}