{"id":"W2944064495","doi":"10.15353/cjo.80.279","title":"Role of Primary Care Optometrists in the Assessment and Management of Patients with Traumatic Brain Injuries in Canada","year":2018,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Traumatic brain injury; Medicine; Incidence (geometry); Demographics; Amnesia; Injury prevention; Occupational safety and health; Emergency medicine; Head injury; Poison control; Pediatrics; Demography; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001590802,0.000366093,0.001283255,0.005043348,0.0001201747,0.00007224905,0.0007683568,0.0001267311,0.0001116064],"category_scores_gemma":[0.0001670307,0.0002739888,0.0002065021,0.003840784,0.0005473484,0.0003726061,0.00002129978,0.0008129085,4.318539e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002156992,"about_ca_system_score_gemma":0.01090788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1546487,"about_ca_topic_score_gemma":0.4283126,"domain_scores_codex":[0.9957367,0.0002837408,0.001780472,0.000245838,0.00125486,0.0006984356],"domain_scores_gemma":[0.9956264,0.0003499564,0.001338878,0.0004155881,0.001007533,0.001261589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001716381,0.00007862903,0.9898096,0.001033545,0.0004487295,0.0004815685,0.002365484,0.0000231565,0.00001435688,0.00001219902,0.0005267426,0.005034348],"study_design_scores_gemma":[0.003626342,0.00110642,0.9800014,0.00244671,0.0002490032,0.0003443222,0.01126574,0.000006905453,0.0001760912,0.000003796504,0.0005359823,0.0002372645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927414,0.004310919,0.00002965974,0.0006204082,0.0003121193,0.0005100448,0.0001510245,0.000001125372,0.001323323],"genre_scores_gemma":[0.9971108,0.0001290127,0.00221255,0.0003974941,0.00008393377,0.00000377782,0.00001244753,0.00003918536,0.0000107383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2736639,"threshold_uncertainty_score":0.9999712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009878442110512286,"score_gpt":0.2785726041349946,"score_spread":0.2686941620244823,"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."}}