{"id":"W2142083843","doi":"10.1186/1471-2377-12-76","title":"Direct cost associated with acquired brain injury in Ontario","year":2012,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto; Toronto Rehabilitation Institute","funders":"Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care; Ontario Neurotrauma Foundation","keywords":"Neurology; Medicine; Neurosurgery; Neurochemistry; Traumatic brain injury; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007907315,0.000162904,0.0004125162,0.0002176352,0.00003755659,0.000008407463,0.0001302227,0.0001932113,0.0006923532],"category_scores_gemma":[0.001021812,0.0001338466,0.00004766698,0.0003054581,0.0001664471,0.00009841546,0.00006763492,0.0004435699,0.0001272456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001694498,"about_ca_system_score_gemma":0.0003786122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003084234,"about_ca_topic_score_gemma":0.09438385,"domain_scores_codex":[0.9980007,0.0004140856,0.0002660513,0.0002767859,0.0002947939,0.0007475788],"domain_scores_gemma":[0.9984186,0.0008585477,0.00007270012,0.0003748313,0.00004966152,0.0002256876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001822048,0.000384327,0.9923148,0.00001473627,0.00003548239,0.00008011267,0.0004468923,0.000001922691,0.001037214,0.00009248206,0.003149843,0.0006201533],"study_design_scores_gemma":[0.00226538,0.001186192,0.9894132,0.00002534981,0.00002225724,0.0001237695,0.000008908154,0.0000297884,0.000339801,0.00002356618,0.006449416,0.0001123481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847268,0.00002078556,0.00001926521,0.002104865,0.0001800815,0.000714185,0.000005820249,0.0000849088,0.01214328],"genre_scores_gemma":[0.9934654,8.839382e-7,0.0001455548,0.003557964,0.0000757523,0.0001029784,0.00002990483,0.00003843625,0.002583162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09129962,"threshold_uncertainty_score":0.9221413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09174014824762607,"score_gpt":0.3337899169082729,"score_spread":0.2420497686606468,"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."}}