{"id":"W2115331172","doi":"10.1177/1460408609349888","title":"Alcohol, drugs and trauma: consequences, screening and intervention in 2009","year":2009,"lang":"en","type":"article","venue":"Trauma","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Intervention (counseling); Psychological intervention; Brief intervention; Recreational Drug; Medical emergency; Family medicine; Nursing; Psychiatry; Drug","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003859067,0.0001038879,0.0002272468,0.0001477871,0.00005503693,0.00001940787,0.00002453695,0.00008146957,0.00007677561],"category_scores_gemma":[0.00003320607,0.00009593223,0.00003219048,0.0001027043,0.0001056566,0.00009644604,0.000007221171,0.0001974358,0.00001046006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002553561,"about_ca_system_score_gemma":0.00001481305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001726565,"about_ca_topic_score_gemma":0.0000783168,"domain_scores_codex":[0.9991872,0.00005791864,0.0002342979,0.0002079706,0.0001132938,0.0001992777],"domain_scores_gemma":[0.9996323,0.00005171289,0.00004891187,0.00009192352,0.00002189852,0.000153265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003446284,0.0001309352,0.02458726,0.0002021353,0.00001339574,0.00006212488,0.001374968,6.065826e-7,0.001172665,0.0009051236,0.0004770238,0.9707291],"study_design_scores_gemma":[0.005754454,0.0005548049,0.9895698,0.0005601812,0.00003324823,0.0001880516,0.0003853637,0.0003616012,0.0005382731,0.0003618409,0.001570709,0.0001216519],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902544,0.003398816,0.0001269369,0.003531045,0.00003598183,0.0003520057,0.000002342971,0.0000507506,0.002247747],"genre_scores_gemma":[0.9969885,0.0002127793,0.0009532378,0.001551617,0.00003800101,0.000007200527,0.000008608927,0.000006378091,0.0002336482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9706075,"threshold_uncertainty_score":0.3912003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09676296272354626,"score_gpt":0.3900343151289286,"score_spread":0.2932713524053824,"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."}}