{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006149878,0.0005635631,0.0007668629,0.002122748,0.001967099,0.002786716,0.001138924,0.0008052253,0.005258894],"category_scores_gemma":[0.009593564,0.0004295668,0.002782924,0.002616118,0.001452686,0.0009822615,0.002259746,0.001807203,0.0004360352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002313158,"about_ca_system_score_gemma":0.002749335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.137709,"about_ca_topic_score_gemma":0.07385144,"domain_scores_codex":[0.9966384,0.001342813,0.0002194321,0.0005620788,0.0004447223,0.0007925206],"domain_scores_gemma":[0.9930367,0.002680294,0.001629562,0.001034341,0.0008080389,0.0008109941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001250552,0.0001540482,0.9955751,0.00001774736,0.0002308397,0.00001936352,0.00048021,0.0006443526,0.0001074244,0.0002697502,0.0004366447,0.001939469],"study_design_scores_gemma":[0.00001792984,0.00007986039,0.9765424,0.00004111433,0.00009589674,0.0000349797,0.001480647,0.0205592,0.00007623617,0.0005971661,0.0004481738,0.00002641318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939552,0.00008335202,0.002610708,0.0002902853,0.00002185986,0.0001627105,0.002333583,0.00002199467,0.0005204012],"genre_scores_gemma":[0.9968311,0.00004078742,0.0008031289,0.00002128988,0.00001231616,0.0001039359,0.001891264,0.000007996568,0.0002881413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.137709,"threshold_uncertainty_score":0.2738149,"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."}}