{"id":"W4404366712","doi":"10.1002/acr.25467","title":"Immunosuppressive Drugs in Early Systemic Sclerosis and Prevention of Damage Accrual","year":2024,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Janssen Pharmaceuticals; Actelion Pharmaceuticals; Canadian Institutes of Health Research; National Health and Medical Research Council; Arthritis Australia; Scleroderma Society of Ontario; Scleroderma Association of British Columbia; Mallinckrodt Pharmaceuticals; Boehringer Ingelheim","keywords":"Medicine; Retrospective cohort study; Confounding; Cohort; Accrual; Observational study; Cohort study; Gee; Clinical trial; Internal medicine; Surgery; Generalized estimating equation; Accounting","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005768623,0.0002305533,0.0003364798,0.000655319,0.0002368587,0.0004770736,0.0003702821,0.000376511,0.001221392],"category_scores_gemma":[0.01204581,0.0001147247,0.0006616085,0.0009900974,0.0004212927,0.0003691539,0.0004871315,0.0005306269,0.0001017374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005197515,"about_ca_system_score_gemma":0.00114096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003367701,"about_ca_topic_score_gemma":0.003903704,"domain_scores_codex":[0.9965903,0.002220075,0.0002605137,0.000246221,0.0004999425,0.0001830079],"domain_scores_gemma":[0.9907897,0.003011114,0.005017778,0.0004411299,0.0003550557,0.0003853191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009582634,0.0001460251,0.9667003,0.0001767919,0.0004752514,0.00007296033,0.00009757577,0.0006619262,0.0003179715,0.0003082203,0.0001428013,0.02994197],"study_design_scores_gemma":[0.00009504516,0.000874702,0.9946336,0.0001139708,0.0003050407,0.0002943445,0.00003809953,0.001636091,0.0004372874,0.0003372528,0.001229403,0.000005295478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895454,0.007224022,0.0009784859,0.0004959205,0.00001868166,0.00005189617,0.0003272569,0.00001496126,0.001343415],"genre_scores_gemma":[0.9985467,0.0006362135,0.0004542125,0.00004422849,0.00001827685,0.0000160353,0.0000919618,0.000001616203,0.0001907539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005768623,"threshold_uncertainty_score":0.0305078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03968278040074829,"score_gpt":0.3447380380054425,"score_spread":0.3050552576046942,"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."}}