{"id":"W4213251240","doi":"10.1080/10826084.2022.2034872","title":"Cannabis and Mental Health: Adverse Outcomes and Self-Reported Impact of Cannabis Use by Mental Health Status","year":2022,"lang":"en","type":"article","venue":"Substance Use & Misuse","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Cannabis; Psychiatry; Mental health; Anxiety; Depression (economics); Medicine; Clinical psychology; Psychosis; Bipolar disorder; Psychology; Mood","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":[0.0006180195,0.0001577736,0.0001483347,0.0008380077,0.0004587526,0.0005711807,0.0002451784,0.0003108884,0.002794961],"category_scores_gemma":[0.002601129,0.0001630147,0.0005523357,0.001107443,0.0004413436,0.0004742631,0.000726954,0.0005652342,0.000202444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007618701,"about_ca_system_score_gemma":0.0005339063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03683658,"about_ca_topic_score_gemma":0.06009934,"domain_scores_codex":[0.9995188,0.0001312891,0.00006494694,0.00006718698,0.0001326271,0.00008517158],"domain_scores_gemma":[0.9977221,0.000257897,0.001453329,0.00007471879,0.0002029783,0.0002889794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004279244,0.00002692897,0.9983341,0.00002832719,0.00005166447,0.00001442631,0.0001026035,0.00002095657,0.00005368454,0.00001618886,0.00009338139,0.001214953],"study_design_scores_gemma":[0.00000115471,0.00001837821,0.9995499,0.00001602375,0.00001453961,0.00003935111,0.0001536472,0.0000389597,0.00002274943,0.00001228198,0.0001310819,0.00000193244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962503,0.0006253686,0.00005953893,0.0002775296,0.000008195722,0.0000312872,0.001717023,0.000003087783,0.001027707],"genre_scores_gemma":[0.9987906,0.0002865486,0.00006976352,0.00005660246,0.00001023939,0.00001426602,0.0005940498,0.000001170461,0.0001768351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03683658,"threshold_uncertainty_score":0.07324433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339572746653105,"score_gpt":0.3396849915774833,"score_spread":0.3162892641109523,"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."}}