{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001863428,0.0001738205,0.0003947879,0.00003214468,0.0002013053,0.00003288313,0.0001157391,0.0001169694,0.00003870859],"category_scores_gemma":[0.0000240398,0.00009817607,0.0002708946,0.0003700037,0.0001023533,0.00006268777,0.00001767253,0.0001185248,0.000004203594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001095154,"about_ca_system_score_gemma":0.0001584784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003494992,"about_ca_topic_score_gemma":0.00009925736,"domain_scores_codex":[0.9983717,0.0001807494,0.0005124894,0.000247046,0.0005020472,0.0001860237],"domain_scores_gemma":[0.9990934,0.00008812305,0.0002073238,0.000377119,0.0001602565,0.00007382361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006844319,0.0000703393,0.9025615,0.0005164812,0.0002719439,0.00003549573,0.0002579885,0.0001588452,0.09543039,0.00002730044,0.00003319974,0.0005681074],"study_design_scores_gemma":[0.001654386,0.00001643127,0.977388,0.005736898,0.00182288,0.000983096,0.0001281937,0.0001841255,0.01197375,0.000006822027,7.33183e-7,0.000104683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917908,0.005353127,0.0009151434,0.0003214029,0.0004992092,0.0006245759,0.0001836324,0.00003640343,0.0002757395],"genre_scores_gemma":[0.9984934,0.0009551279,0.00009285751,0.0001658599,0.0000550857,0.00001796638,0.0001116893,0.00001574491,0.00009225632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08345663,"threshold_uncertainty_score":0.4003504,"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."}}