{"id":"W6963456421","doi":"10.20381/ruor-27760","title":"Self-reported mental health during the COVID-19 pandemic and its association with alcohol and cannabis use: a latent class analysis","year":2022,"lang":"en","type":"other","venue":"University of Ottawa - Library","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Latent class model; Mental health; Cannabis; Public health; Association (psychology); Odds; Odds ratio; Logistic regression; Pandemic","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003277757,0.0003113177,0.0006154323,0.0009324991,0.0005359213,0.00005655149,0.0002734452,0.000203339,0.002195443],"category_scores_gemma":[0.00002254885,0.000293254,0.0001262362,0.001147201,0.0001052229,0.0005308019,0.0004320958,0.0003828342,0.000007311618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146677,"about_ca_system_score_gemma":0.0006007152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005409904,"about_ca_topic_score_gemma":0.005997787,"domain_scores_codex":[0.9977704,0.0005026283,0.0002298804,0.0005824845,0.0005862892,0.0003283496],"domain_scores_gemma":[0.9978144,0.00006806615,0.001447381,0.0003358021,0.00002020118,0.0003141485],"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":[0.00008000893,0.00005285709,0.6864865,0.00016044,0.00512047,0.00006402625,0.001158093,0.00003803004,0.000008921245,0.00003226652,0.3067937,0.000004695174],"study_design_scores_gemma":[0.001998386,0.00007280804,0.1801678,0.00002894386,0.001714639,0.0000456985,0.0008093741,0.0002686357,0.000002018537,0.000001662303,0.8145576,0.0003324602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9105945,0.004259655,0.00001016676,0.01328574,0.0001372534,0.004019611,0.02071266,0.002702399,0.04427799],"genre_scores_gemma":[0.1042131,0.003543521,0.0006161661,0.001148802,0.00006691354,0.000003740941,0.003679447,0.0007345928,0.8859937],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8417157,"threshold_uncertainty_score":0.999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728174312172713,"score_gpt":0.2235750714637315,"score_spread":0.2062933283420044,"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."}}