{"id":"W4406540289","doi":"10.1016/j.yccm.2012.07.001","title":"10.1016/j.yccm.2012.07.001","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Trauma center; Head trauma; Computed tomography; Traumatic brain injury; Head (geology); Head injury; Center (category theory); Emergency medicine; Radiology; Surgery; Retrospective cohort study; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004842373,0.00101058,0.0004664413,0.001555192,0.001067742,0.00229586,0.0009475969,0.003721944,0.8875075],"category_scores_gemma":[0.001531941,0.0003182989,0.0004958199,0.000688974,0.0007726653,0.002285748,0.001136978,0.001470695,0.7689654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008742727,"about_ca_system_score_gemma":0.001308679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003827431,"about_ca_topic_score_gemma":0.0034657,"domain_scores_codex":[0.9997799,0.00002157965,0.00001762805,0.00005510619,0.00005287253,0.00007288599],"domain_scores_gemma":[0.9991935,0.0001408579,0.0001128683,0.00003811317,0.0001394739,0.000375111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003663106,0.0004443254,0.01012808,0.0004986096,0.0000435868,0.0007647895,0.000177106,0.0001796789,0.0006020204,0.005744478,0.3079685,0.6730826],"study_design_scores_gemma":[0.0001050972,0.0002131318,0.01702014,0.00177598,0.00006296908,0.008277847,0.0008324151,0.0003604216,0.0003913478,0.007057225,0.9638622,0.00004119838],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009011829,0.016751,0.00157616,0.01242948,0.002301704,0.0001016817,0.002570676,0.001089956,0.9541674],"genre_scores_gemma":[0.03338784,0.009219297,0.001955175,0.003425105,0.001121637,0.0001080457,0.002064964,0.0002331047,0.9484849],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1124925,"threshold_uncertainty_score":0.1604569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111694507404023,"score_gpt":0.2061714197565185,"score_spread":0.1950019690161162,"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."}}