{"id":"W7095777565","doi":"","title":"/cmaj.101786","year":2016,"lang":"en","type":"article","venue":"","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traumatic brain injury; Cohort; Quality of life (healthcare); Mortality rate; Cohort study; Cause of death","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002611956,0.0008768234,0.0005739732,0.001365103,0.001741954,0.002265356,0.001000611,0.002392994,0.7988167],"category_scores_gemma":[0.001138477,0.0007133377,0.0005587629,0.001183734,0.0006200445,0.001308314,0.001417143,0.002818329,0.6033973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00181633,"about_ca_system_score_gemma":0.002374767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05098276,"about_ca_topic_score_gemma":0.05124468,"domain_scores_codex":[0.9996107,0.00003299139,0.00002241235,0.000047911,0.0001046804,0.000181326],"domain_scores_gemma":[0.99928,0.00005548193,0.00006110945,0.00003608623,0.0001268873,0.0004404923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00037372,0.0005213204,0.01308173,0.0004251353,0.00003094897,0.001162351,0.00008643713,0.00005134939,0.0003063475,0.0006606093,0.8627039,0.1205961],"study_design_scores_gemma":[0.0009261061,0.0001674535,0.0817276,0.002282178,0.00007383839,0.00415478,0.0005120464,0.0003889346,0.0001938854,0.00140992,0.908098,0.00006519074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0137707,0.005071481,0.0002936307,0.01816326,0.003756484,0.0004987215,0.03938786,0.00111693,0.917941],"genre_scores_gemma":[0.07103325,0.0105249,0.001135707,0.01929068,0.007412468,0.0005871087,0.04195182,0.0004445238,0.8476195],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2011833,"threshold_uncertainty_score":0.2869635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02434483194924548,"score_gpt":0.2660705879373133,"score_spread":0.2417257559880678,"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."}}