{"id":"W6923642179","doi":"10.14288/1.0396146","title":"The Burden of Concussion in British Columbia","year":2021,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Concussion; Poison control; Injury prevention; Occupational safety and health; Suicide prevention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003559586,0.0004041525,0.0004952311,0.003935596,0.002079797,0.002092178,0.0008103989,0.0007539091,0.00864764],"category_scores_gemma":[0.002526858,0.0004202774,0.0004604802,0.01013962,0.0003932994,0.0004480561,0.001130016,0.001150357,0.001296726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0255768,"about_ca_system_score_gemma":0.04854886,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.994995,"about_ca_topic_score_gemma":0.9975604,"domain_scores_codex":[0.9991423,0.00002899271,0.00007757586,0.00005328066,0.0003977799,0.0003001029],"domain_scores_gemma":[0.9969977,0.0001157451,0.0002405406,0.00003959052,0.002093073,0.0005132786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003091583,0.00006003948,0.2544791,0.001760635,0.0002342904,0.0007946421,0.001428681,0.001234076,0.0004470178,0.001004027,0.6204349,0.1178134],"study_design_scores_gemma":[0.00003578668,0.00002848275,0.8915308,0.00208133,0.0001317474,0.0003648717,0.00346933,0.0005701953,0.000187536,0.0003096558,0.1012072,0.00008296391],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.402538,0.05818724,0.0004766556,0.02840789,0.003025284,0.000186388,0.3999659,0.0004783259,0.1067343],"genre_scores_gemma":[0.7638928,0.05824741,0.0008392789,0.005584635,0.0004808545,0.0001963769,0.1058035,0.0001900797,0.06476513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0255768,"threshold_uncertainty_score":0.1855735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878082695346046,"score_gpt":0.231337819592942,"score_spread":0.2125569926394816,"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."}}