{"id":"W4225143902","doi":"10.1186/s12888-022-03948-6","title":"An investigation of cannabis use for insomnia in depression and anxiety in a naturalistic sample","year":2022,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Anxiety; Cannabis; Depression (economics); Insomnia; Psychiatry; Clinical psychology; Medicine; Psychology","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":[0.001123246,0.0002005881,0.0002372954,0.0006726483,0.001357667,0.0005250924,0.0004106449,0.000356336,0.001211127],"category_scores_gemma":[0.002355256,0.0003329215,0.0004601786,0.0004187366,0.0006013546,0.0003285226,0.0006355988,0.0004164915,0.0003294585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005267712,"about_ca_system_score_gemma":0.0007037561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01280478,"about_ca_topic_score_gemma":0.02257031,"domain_scores_codex":[0.9994429,0.000240169,0.00004444506,0.00008953326,0.0001272104,0.00005577067],"domain_scores_gemma":[0.9989251,0.0002602036,0.0003850117,0.0001102448,0.0001858325,0.0001334973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002506227,0.0008962998,0.9895533,0.00007787125,0.00005872152,0.0002517214,0.003146874,0.00001667153,0.001345785,0.00004581797,0.0002298628,0.004126332],"study_design_scores_gemma":[0.00003391223,0.000978729,0.995016,0.00001307918,0.00003256334,0.000743661,0.002507058,0.0001203825,0.0001320579,0.00002924585,0.0003851553,0.000008166341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995698,0.00003867122,0.00006446799,0.00001608165,0.0000016259,0.00006933589,0.00006384446,0.000001229058,0.000174861],"genre_scores_gemma":[0.9990244,0.00008031504,0.0003301485,0.00009190723,0.000005254433,0.00011832,0.0001372659,0.000001222575,0.000211119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01280478,"threshold_uncertainty_score":0.02546048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02315854377565279,"score_gpt":0.31229015922123,"score_spread":0.2891316154455772,"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."}}