{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002628348,0.0002832283,0.0002747859,0.001111624,0.001237102,0.001173535,0.0008140327,0.000241158,0.003495769],"category_scores_gemma":[0.002439127,0.0002444504,0.0006114752,0.002948822,0.0003632064,0.0002773987,0.0008785939,0.0004070839,0.0001707233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04908997,"about_ca_system_score_gemma":0.03197712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9776992,"about_ca_topic_score_gemma":0.9861202,"domain_scores_codex":[0.9991431,0.00006046472,0.00007639595,0.00005658768,0.0004142229,0.0002491732],"domain_scores_gemma":[0.9976186,0.0001172718,0.0008475884,0.00003654289,0.0009129164,0.0004670777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000127946,0.00003652754,0.9864564,0.0001573427,0.0001526976,0.0003967558,0.0004118191,0.0007841692,0.0001326869,0.0002851837,0.003502785,0.007555672],"study_design_scores_gemma":[0.00001728401,0.00003426717,0.9961754,0.00004798078,0.00003619784,0.0001836025,0.0004374831,0.0006144845,0.00003796961,0.00005878998,0.002348232,0.000008243524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807509,0.0009394125,0.00009911785,0.0009114515,0.00001814345,0.00009243505,0.01113677,0.00001317116,0.006038638],"genre_scores_gemma":[0.9935997,0.000753162,0.000153913,0.00007481387,0.00001086382,0.00003401216,0.004008072,0.000003862543,0.001361634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04908997,"threshold_uncertainty_score":0.3561743,"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."}}