{"id":"W2338784321","doi":"10.5301/jsrd.5000198","title":"Systemic sclerosis trial design moving forward","year":2016,"lang":"en","type":"article","venue":"Journal of Scleroderma and Related Disorders","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; Mount Sinai Hospital","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Rheumatism; Medicine; Clinical trial; Rheumatology; Construct (python library); Rheumatic disease; Intensive care medicine; Physical therapy; League; Disease; Internal medicine; Alternative medicine; Physical medicine and rehabilitation; Pathology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.291356,0.001221844,0.005502321,0.00122781,0.001042973,0.006020662,0.002249926,0.005942491,0.01259462],"category_scores_gemma":[0.2807222,0.0009521369,0.00446705,0.002136619,0.002261558,0.00605096,0.003312927,0.008627717,0.003034996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003186464,"about_ca_system_score_gemma":0.008648163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000706266,"about_ca_topic_score_gemma":0.001127282,"domain_scores_codex":[0.6279152,0.334756,0.01581218,0.007799475,0.0120218,0.001695422],"domain_scores_gemma":[0.8230802,0.120329,0.0115506,0.02055292,0.02025432,0.004232948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.1081073,0.0009007158,0.0100741,0.03764489,0.01988599,0.0005005029,0.001547271,0.007016629,0.003218859,0.1216427,0.1021819,0.5872793],"study_design_scores_gemma":[0.2353079,0.02855264,0.01853285,0.04291472,0.01501294,0.0007006555,0.0004549555,0.01341759,0.003699535,0.238193,0.4027782,0.0004350478],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.06019198,0.2123245,0.2073022,0.3027959,0.08954674,0.07427757,0.009624053,0.001330737,0.04260638],"genre_scores_gemma":[0.2780124,0.03448763,0.2637809,0.2031144,0.02742245,0.1710067,0.003847997,0.0008621916,0.01746547],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.291356,"threshold_uncertainty_score":0.8738843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02324461990413966,"score_gpt":0.2368477551343052,"score_spread":0.2136031352301656,"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."}}