{"id":"W4405318245","doi":"10.1001/jama.2024.24579","title":"Trends in School Mental Health and Substance Use Education","year":2024,"lang":"en","type":"article","venue":"JAMA","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute on Drug Abuse","keywords":"Medicine; Substance use; Mental health; Substance abuse; Medical education; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005065251,0.000147266,0.0001938692,0.00236838,0.0003701806,0.0007345267,0.0004017983,0.0003339263,0.002772148],"category_scores_gemma":[0.002551463,0.0001707521,0.0003455184,0.003127254,0.0001738923,0.0008681174,0.0006538981,0.000889442,0.0004499365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001392267,"about_ca_system_score_gemma":0.00202076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1274984,"about_ca_topic_score_gemma":0.2003206,"domain_scores_codex":[0.9993824,0.00005104997,0.00009587931,0.0001269054,0.0001764057,0.0001673387],"domain_scores_gemma":[0.996591,0.0002849118,0.001602477,0.00007340345,0.001030423,0.0004178324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002182651,0.00004664069,0.9904948,0.00005098488,0.00002801738,0.0000188796,0.0002206078,0.00009712922,0.0001209766,0.0001794759,0.002358628,0.006362016],"study_design_scores_gemma":[0.000001770266,0.00003423693,0.9964948,0.00002514605,0.00001182195,0.00004294937,0.0006153965,0.0001228523,0.00008705883,0.00002447651,0.002536685,0.000002908771],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9619641,0.00141453,0.0003856334,0.001864589,0.00006300182,0.00003446931,0.02705902,0.0001450662,0.007069772],"genre_scores_gemma":[0.9764727,0.001410428,0.0004699582,0.0004531953,0.00003573217,0.00006546237,0.01806149,0.00002128686,0.003009708],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1274984,"threshold_uncertainty_score":0.2535126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02867077756022232,"score_gpt":0.3305026134426703,"score_spread":0.301831835882448,"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."}}