{"id":"W2286745500","doi":"10.1016/j.injury.2016.01.008","title":"The prevalence of alcohol-related trauma recidivism: A systematic review","year":2016,"lang":"en","type":"review","venue":"Injury","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Recidivism; Medicine; Poison control; Injury prevention; Psychiatry; Emergency medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001074568,0.0004429406,0.003796527,0.00009217563,0.0001066026,0.000005676601,0.000424719,0.0002182212,0.0001834746],"category_scores_gemma":[0.00111668,0.0001892728,0.001280646,0.0003901543,0.00019117,0.0000334114,0.00008895262,0.0003372143,0.0003816193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009034494,"about_ca_system_score_gemma":0.0001872097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003832743,"about_ca_topic_score_gemma":6.222541e-7,"domain_scores_codex":[0.9964474,0.0003920772,0.001996706,0.0003677346,0.0004768957,0.00031913],"domain_scores_gemma":[0.9970751,0.0004873136,0.0009486635,0.001172316,0.0002279661,0.00008858086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000003169671,0.00001378608,7.476776e-7,0.6190238,0.0005706248,0.00000499194,0.00001937526,1.009685e-10,1.754648e-7,0.00006781528,0.005701305,0.3745942],"study_design_scores_gemma":[0.00006062158,0.00007666037,0.000006978097,0.5834147,0.007699937,0.0000603698,0.000003704504,1.117219e-8,7.500574e-7,0.00002223268,0.4085322,0.0001218559],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[8.837827e-7,0.9863563,7.943282e-7,0.0002006365,0.0007015893,0.003648081,0.0001445772,0.00006244367,0.008884755],"genre_scores_gemma":[0.00002049077,0.9886992,0.000007432432,0.00005774765,0.00009123987,0.0006223896,0.00001002252,0.00005564473,0.01043581],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4028309,"threshold_uncertainty_score":0.771832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05607385923422358,"score_gpt":0.3801283397690144,"score_spread":0.3240544805347909,"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."}}