{"id":"W2025379530","doi":"10.1155/2010/347402","title":"An International, Web-Based, Prospective Cohort Study to Determine Whether the Use of ACE Inhibitors prior to the Onset of Scleroderma Renal Crisis Is Associated with Worse Outcomes—Methodology and Preliminary Results","year":2010,"lang":"en","type":"article","venue":"International Journal of Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Prospective cohort study; Cohort; Scleroderma (fungus); Cohort study; Internal medicine; Intensive care medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001494426,0.0001783996,0.0006016481,0.0003814265,0.00005486466,0.00003025282,0.0004976986,0.0001153346,0.00004713115],"category_scores_gemma":[0.003346402,0.00009157097,0.0001249963,0.0001872264,0.0001942587,0.0001348768,0.0001076215,0.000388655,0.000001938352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006225325,"about_ca_system_score_gemma":0.000221503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003123402,"about_ca_topic_score_gemma":0.0003348597,"domain_scores_codex":[0.9973611,0.0004673383,0.001040279,0.0002602255,0.0007199231,0.0001511656],"domain_scores_gemma":[0.9953421,0.00140708,0.001066041,0.0003541396,0.001681564,0.0001491026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007739672,0.001036488,0.9790135,0.000005578829,0.001663818,0.00005406597,0.003498177,0.0002852271,0.001473956,0.00001489046,0.004486776,0.0007278467],"study_design_scores_gemma":[0.004711327,0.002418871,0.9871643,0.0006354967,0.0002989133,0.00126122,0.001366093,0.0003728065,0.001411277,0.00001271391,0.0002475131,0.00009951874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814308,0.00004357356,0.0001521186,0.01657457,0.0008878243,0.0007865857,0.0001058282,0.000009259966,0.000009464065],"genre_scores_gemma":[0.9970852,0.00004134215,0.00187863,0.0008552201,0.00004169656,0.00002616616,0.000007621768,0.00002057355,0.0000436191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01571935,"threshold_uncertainty_score":0.4006197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04742076939377011,"score_gpt":0.3330607997761805,"score_spread":0.2856400303824104,"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."}}