{"id":"W4392969498","doi":"10.1016/j.jpsychires.2024.03.018","title":"A cross-sectional study of the relationship between frequency of cannabis use and psychiatric symptoms among people seeking mental health and addiction services in Nova Scotia (2019–21)","year":2024,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Cannabis; Psychiatry; Mental health; Mood; Addiction; Anxiety; Medicine; Clinical psychology; Population; Cross-sectional study; Psychology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004393086,0.0001498934,0.0004369492,0.002094387,0.0002539321,0.0001736518,0.0002275126,0.0001330037,0.00004151564],"category_scores_gemma":[0.0003012293,0.0001049898,0.0001395748,0.00332003,0.0002211766,0.0003753894,0.0001335382,0.00147385,0.000001026236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000297471,"about_ca_system_score_gemma":0.001343365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01965061,"about_ca_topic_score_gemma":0.007610953,"domain_scores_codex":[0.9956856,0.0005616458,0.001218526,0.0003235067,0.00182215,0.000388511],"domain_scores_gemma":[0.9981813,0.0002132174,0.0003846068,0.0002787725,0.0006520889,0.0002900385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002087658,0.0003390771,0.9916054,0.0008543596,0.0001087162,0.000004856596,0.00268846,0.000009158708,0.00006291332,0.00006844924,0.003477669,0.0005721741],"study_design_scores_gemma":[0.001929803,0.002188288,0.9932703,0.0003509372,0.0000444546,0.000111489,0.001562658,0.0001117908,0.000002765953,0.0002610819,0.00009495512,0.00007146788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848671,0.009341321,0.00000623808,0.004207075,0.000541337,0.0009403237,0.00004536672,0.000006034227,0.00004519911],"genre_scores_gemma":[0.9988252,0.0002813955,0.00008251289,0.00001334382,0.0003762303,0.000006596862,0.000006384793,0.00002585904,0.0003824629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01395811,"threshold_uncertainty_score":0.9868776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0472536251907957,"score_gpt":0.3941100217408485,"score_spread":0.3468563965500528,"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."}}