{"id":"W4241175687","doi":"10.21203/rs.3.rs-125495/v1","title":"Prognostic Value of Muscle Mass Measured via Brain Computed Tomography in Neurocritically Ill Patients","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Samsung","keywords":"Medicine; Confidence interval; Intensive care unit; Odds ratio; Skeletal muscle; Glasgow Outcome Scale; Internal medicine; Glasgow Coma Scale; Surgery","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":[0.0005224081,0.0004419698,0.0003865223,0.0007540718,0.0003013673,0.0005761805,0.000411357,0.0005522478,0.001085654],"category_scores_gemma":[0.00387667,0.0001818802,0.0003426212,0.0006557713,0.0002863928,0.0005015791,0.0004563877,0.0006695575,0.0001970056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002931808,"about_ca_system_score_gemma":0.0002813863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0017572,"about_ca_topic_score_gemma":0.002237587,"domain_scores_codex":[0.9996738,0.00009126669,0.00005614628,0.00006751949,0.00005496776,0.0000562582],"domain_scores_gemma":[0.9978631,0.0004068057,0.001051462,0.00006740002,0.0002368355,0.0003743629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009628183,0.0000142772,0.9991745,0.000005037614,0.00002597125,0.00007616789,0.00001034626,0.00003978096,0.00008666897,0.000004222795,0.00002658456,0.0004401464],"study_design_scores_gemma":[0.000007813095,0.0001478244,0.9984592,0.00001317037,0.00003111418,0.0002717732,0.00008382416,0.0008287196,0.00007534551,0.00002871714,0.00004774567,0.000004778118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992424,0.0003420445,0.00005994095,0.00006565276,0.00001078359,0.000004516348,0.00011306,0.000001788875,0.0001597607],"genre_scores_gemma":[0.9996786,0.00006909701,0.00006168556,0.00001694222,0.00001626374,0.000004042011,0.0001184265,5.009589e-7,0.00003456161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0017572,"threshold_uncertainty_score":0.00363183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05838471041246375,"score_gpt":0.345652370405844,"score_spread":0.2872676599933802,"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."}}