{"id":"W2466460507","doi":"","title":"Best practices in scleroderma: an analysis of practice variability in SSc centres within the Canadian Scleroderma Research Group (CSRG).","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Scleroderma (fungus); Azathioprine; Internal medicine; Connective tissue disease; Cyclophosphamide; Systemic scleroderma; Clinical Practice; Prospective cohort study; Disease; Physical therapy; Chemotherapy; Pathology; Autoimmune disease","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004613565,0.0002169756,0.0004364954,0.003579875,0.001074383,0.001262187,0.001243193,0.0004490825,0.0007929315],"category_scores_gemma":[0.01702511,0.0002593928,0.0003970509,0.007428028,0.0008434267,0.0005183934,0.001272405,0.0003754253,0.0001066466],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01191242,"about_ca_system_score_gemma":0.01445788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7637557,"about_ca_topic_score_gemma":0.7821041,"domain_scores_codex":[0.9937907,0.001141392,0.0006842081,0.0008229802,0.002782847,0.0007779238],"domain_scores_gemma":[0.976834,0.004673528,0.009134272,0.0007339667,0.006085631,0.002538489],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000479023,0.00001265873,0.9916345,0.00005161411,0.00004380337,0.00003494175,0.001610186,0.00004925175,0.00006048924,0.00002975953,0.0004228637,0.006002089],"study_design_scores_gemma":[0.000003954263,0.0000266211,0.9978751,0.00002914591,0.00001092149,0.00004783543,0.001357999,0.0002038524,0.00002035497,0.000009105752,0.0004075216,0.000007582962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952595,0.001498924,0.000165583,0.0003397785,0.000007543082,0.00005691133,0.001807033,0.00001603257,0.0008488089],"genre_scores_gemma":[0.9985593,0.0002821976,0.0002845566,0.00004843692,0.000004046151,0.0000238344,0.0007286476,0.000003393927,0.00006557072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9953864,"threshold_uncertainty_score":0.475271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1580640256236073,"score_gpt":0.3707050606177268,"score_spread":0.2126410349941195,"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."}}