{"id":"W2043322086","doi":"10.1002/art.21714","title":"Scleroderma treatment differs between experts and general rheumatologists","year":2006,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Centre; Western University","funders":"","keywords":"Scleroderma (fungus); Medicine; Rheumatology; Dermatology; Internal medicine; Physical therapy; Intensive care medicine; Immunology","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":[0.001776595,0.0001112659,0.0005863836,0.0008091469,0.0005738255,0.001109652,0.0004167398,0.000855458,0.009294614],"category_scores_gemma":[0.0135614,0.000162587,0.0006076883,0.0005672275,0.0003814692,0.000673817,0.0007574936,0.000649597,0.001699914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008442188,"about_ca_system_score_gemma":0.0007056762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002950418,"about_ca_topic_score_gemma":0.00747576,"domain_scores_codex":[0.9959046,0.001579651,0.0003740987,0.0003354737,0.0007337955,0.001072388],"domain_scores_gemma":[0.9932485,0.003356802,0.0009936513,0.0002732307,0.0007522753,0.001375673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002830513,0.001039553,0.7136297,0.0005253829,0.0007254338,0.0005339777,0.00290547,0.0004985058,0.002730841,0.001496072,0.01505142,0.2580332],"study_design_scores_gemma":[0.0003321776,0.0003760634,0.9904108,0.0002481183,0.0001219481,0.001016449,0.00178044,0.0002361034,0.0001953819,0.0006841642,0.004576772,0.00002168133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949847,0.007393518,0.0005744875,0.008485477,0.0002789453,0.00006054049,0.0004366394,0.00002800762,0.03289535],"genre_scores_gemma":[0.9950309,0.001117136,0.0002541418,0.001934824,0.0001682847,0.00001858497,0.000236739,0.00001434044,0.001225118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009294614,"threshold_uncertainty_score":0.03109354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0600973404807001,"score_gpt":0.3566321457083689,"score_spread":0.2965348052276688,"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."}}