{"id":"W3171697396","doi":"10.1038/s41409-021-01355-1","title":"Long term outcomes of the French ASTIS systemic sclerosis cohort using the global rank composite score","year":2021,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Clinical endpoint; Cohort; Internal medicine; Cyclophosphamide; Randomized controlled trial; Physical therapy; Chemotherapy","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":[],"consensus_categories":[],"category_scores_codex":[0.00147121,0.0006347688,0.0006970768,0.001428684,0.0005724898,0.001603862,0.0004196327,0.0007682047,0.001529928],"category_scores_gemma":[0.002064167,0.0002320284,0.001136982,0.001275353,0.0003902882,0.0007193561,0.0007597376,0.0007539802,0.0003451023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001131865,"about_ca_system_score_gemma":0.0009185983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03174873,"about_ca_topic_score_gemma":0.02558459,"domain_scores_codex":[0.9992084,0.0001667764,0.00005419871,0.0001935754,0.000127422,0.0002496724],"domain_scores_gemma":[0.9988783,0.0001510944,0.0003938061,0.0001381952,0.0002391762,0.0001993956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007972037,0.00003101166,0.9924027,0.00001817478,0.0004977382,0.0002111099,0.0000715087,0.0002737768,0.0002844207,0.0001294603,0.00137836,0.003904653],"study_design_scores_gemma":[0.0000200193,0.00009151507,0.9981503,0.00001367826,0.0001674914,0.0002670088,0.0001101184,0.0002623956,0.00004596623,0.00007201119,0.0007850307,0.00001440656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931114,0.002039225,0.0001656868,0.000245394,0.00003856526,0.000006887282,0.0029184,0.0000196701,0.001454799],"genre_scores_gemma":[0.9968551,0.0003251722,0.00004718618,0.00006241688,0.00005804353,0.000009970702,0.002299661,0.000006007157,0.0003364337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03174873,"threshold_uncertainty_score":0.06312782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03210021769737247,"score_gpt":0.2628863530296145,"score_spread":0.230786135332242,"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."}}