{"id":"W4400138258","doi":"10.1002/art.42939","title":"Development and Initial Validation of the Novel Scleroderma Clinical Trials Consortium Activity Index","year":2024,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Actelion Pharmaceuticals; Canadian Institutes of Health Research; Jewish General Hospital; Pfizer; Arthritis Australia; GlaxoSmithKline; Scleroderma Association of British Columbia; Bristol-Myers Squibb","keywords":"Index (typography); Scleroderma (fungus); Clinical trial; Medicine; Medical physics; Computer science; Internal medicine; Pathology; World Wide Web","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":[0.1573231,0.000760176,0.00108259,0.002704226,0.0006653389,0.00236274,0.001887151,0.001142796,0.001120638],"category_scores_gemma":[0.192138,0.0002930925,0.001168805,0.003811507,0.001229842,0.001105379,0.002170632,0.001624513,0.0003658093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004274481,"about_ca_system_score_gemma":0.01335341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00531877,"about_ca_topic_score_gemma":0.007495962,"domain_scores_codex":[0.8781626,0.07801098,0.0176171,0.002793368,0.02198244,0.001433467],"domain_scores_gemma":[0.8373391,0.06364775,0.01961396,0.007887368,0.06882045,0.002691428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006204164,0.001816639,0.2789905,0.007859045,0.002195587,0.0002887962,0.006929044,0.009989801,0.008967422,0.01167922,0.01846466,0.6466151],"study_design_scores_gemma":[0.005022181,0.01270341,0.816255,0.005192456,0.0019215,0.0007854058,0.002607482,0.03117753,0.009607203,0.00641132,0.1080248,0.0002918547],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.554451,0.01145565,0.236846,0.008022397,0.0009203976,0.1331235,0.01490879,0.0005911217,0.03968118],"genre_scores_gemma":[0.5789158,0.001881329,0.3363019,0.0009536386,0.0002131956,0.07149995,0.008865181,0.00008482012,0.001284232],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1573231,"threshold_uncertainty_score":0.8320138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1149321335674766,"score_gpt":0.3863395941210105,"score_spread":0.2714074605535339,"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."}}