{"id":"W4247065952","doi":"10.31579/2578-8868/003","title":"Formulation of a Three-Tier Cisternal Grade as a Predictor of In-Hospital Outcome from a Prospective Study of Patients with Traumatic Intracranial Hematoma- A review report.","year":2018,"lang":"en","type":"review","venue":"Neuroscience and Neurological Surgery","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Traumatic brain injury; Intracranial hematoma; Outcome (game theory); Medicine; Hematoma; Intensive care medicine; Population; Medical emergency; Emergency medicine; Surgery; Psychiatry","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":[0.0007806562,0.0003921407,0.003215458,0.0002090871,0.00003994655,0.00001066936,0.0002135778,0.00014793,0.00001645527],"category_scores_gemma":[0.00167266,0.0002296204,0.0004315002,0.0007503388,0.0004350132,0.0001526246,0.00009295608,0.00037631,5.01612e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001161418,"about_ca_system_score_gemma":0.0001440575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002728078,"about_ca_topic_score_gemma":0.00001048296,"domain_scores_codex":[0.9954554,0.000390588,0.002112402,0.0008340333,0.0009439928,0.0002635276],"domain_scores_gemma":[0.9965914,0.0008214715,0.001806778,0.0005323354,0.0001305552,0.0001173941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003291532,0.005221921,0.9329418,0.02194248,0.00007558954,0.0005959293,0.0001447407,1.030086e-7,0.000001770925,0.00001146379,0.00000968136,0.03872536],"study_design_scores_gemma":[0.0009772404,0.007000172,0.9779654,0.01216302,0.0009441876,0.0001832216,0.000005928956,0.00001253277,0.000002158954,0.00009999713,0.0004432984,0.0002028564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.850363,0.1463877,0.0000119518,0.00001817511,0.0002108631,0.002938459,0.00004463693,0.00001611875,0.000009135888],"genre_scores_gemma":[0.7443191,0.2553627,0.00002580352,0.00009505608,0.00003395889,0.0001209201,0.00001628498,0.00002306286,0.00000309251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.108975,"threshold_uncertainty_score":0.9363648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06480208986810698,"score_gpt":0.3234793808246893,"score_spread":0.2586772909565823,"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."}}