{"id":"W760856419","doi":"","title":"A comparison between general rheumatologists and scleroderma experts with respect to following systemic sclerosis guidelines.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Medicine; Rheumatology; Audit; Internal medicine; Scleroderma (fungus); Demographics; Connective tissue disease; Physical therapy; Chart; Disease; Pathology; Demography; Autoimmune disease; Accounting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003021412,0.0001320992,0.0002353318,0.00159592,0.000304645,0.0006046685,0.0003273224,0.0006070918,0.002230785],"category_scores_gemma":[0.01978072,0.0001352615,0.0002135869,0.001284216,0.0003725098,0.0006240279,0.0006193134,0.000314906,0.0002580032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006815692,"about_ca_system_score_gemma":0.0008840928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01356878,"about_ca_topic_score_gemma":0.02399046,"domain_scores_codex":[0.9962304,0.001052987,0.0005099825,0.0004268317,0.001302939,0.0004768325],"domain_scores_gemma":[0.9777864,0.006436122,0.009306587,0.0003421874,0.0030607,0.003068052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001632731,0.0000572664,0.992855,0.00006188821,0.00004650999,0.00007177769,0.001182029,0.00002930784,0.0001262121,0.0000188462,0.0004171746,0.004970672],"study_design_scores_gemma":[0.00001425995,0.0001294444,0.9973737,0.00002398552,0.00001192454,0.0001291964,0.001945676,0.00005335369,0.00001754641,0.000009501928,0.0002879349,0.000003435566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976962,0.0004974591,0.00003883127,0.0001826496,0.00001158533,0.0000196914,0.0001780187,0.000002308044,0.001373341],"genre_scores_gemma":[0.9993741,0.0001445838,0.00004972561,0.000117826,0.000009960811,0.00001031154,0.0001450789,0.000001232261,0.0001471017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01356878,"threshold_uncertainty_score":0.02697963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1979445775645511,"score_gpt":0.3338436401319307,"score_spread":0.1358990625673796,"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."}}