{"id":"W2171170508","doi":"10.1017/s0317167100007745","title":"Early Identification and Incidence of Mild TBI in Ontario","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Baycrest Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Incidence (geometry); Identification (biology); Medicine; Traumatic brain injury; Emergency medicine; Medical emergency; Psychiatry; Biology; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004454113,0.0001819116,0.000238488,0.001558006,0.001194187,0.0009071447,0.000943478,0.0003577043,0.002192313],"category_scores_gemma":[0.005806269,0.0003200409,0.0002378443,0.001905295,0.000449831,0.0003429009,0.0007342867,0.0003307589,0.0002090423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01370993,"about_ca_system_score_gemma":0.01449649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9705012,"about_ca_topic_score_gemma":0.9806771,"domain_scores_codex":[0.9988934,0.00006733758,0.00008221422,0.0001431992,0.0006297205,0.0001842005],"domain_scores_gemma":[0.9951692,0.0002528176,0.001778881,0.0001113113,0.002143684,0.0005439826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002769205,0.000009230044,0.9937952,0.00005032423,0.00001573486,0.0001669421,0.0007591157,0.00005909349,0.0002342669,0.00003121156,0.0009763174,0.003874918],"study_design_scores_gemma":[0.000001804195,0.00000900407,0.9990329,0.0000162626,0.000004474498,0.00007680053,0.0003342276,0.00009215878,0.00003372078,0.00000641117,0.0003896224,0.000002689312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923306,0.000794018,0.0001513178,0.0006253308,0.00001845681,0.00004335216,0.002816178,0.00002650658,0.003194196],"genre_scores_gemma":[0.9979203,0.0003659618,0.0001271711,0.00006273153,0.000009496832,0.0000106291,0.000774243,0.000003896741,0.0007254974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02949876,"threshold_uncertainty_score":0.09947294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08293864236806177,"score_gpt":0.3230220277729105,"score_spread":0.2400833854048487,"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."}}