{"id":"W4213229867","doi":"10.1080/02791072.2022.2039815","title":"Contextual Parameters Associated with Positive and Negative Mental Health in Recreational Psychedelic Users","year":2022,"lang":"en","type":"article","venue":"Journal of Psychoactive Drugs","topic":"Psychedelics and Drug Studies","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; Concordia University of Edmonton","funders":"","keywords":"Mental health; Recreation; Psychology; Expansive; Set (abstract data type); Recreational use; Clinical psychology; Applied psychology; Psychiatry","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":[0.0005786992,0.0001509941,0.0003302635,0.0005430386,0.0004836551,0.0007512029,0.0001537958,0.0002784806,0.001776867],"category_scores_gemma":[0.003922542,0.0001661268,0.0004118191,0.00049811,0.0004107191,0.0002923824,0.0006216016,0.0005200171,0.00008308716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003168683,"about_ca_system_score_gemma":0.0003372612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006004461,"about_ca_topic_score_gemma":0.01473124,"domain_scores_codex":[0.9994583,0.0002827694,0.00006307255,0.00005444925,0.00007988858,0.00006155011],"domain_scores_gemma":[0.9973075,0.001139125,0.0009541205,0.000141954,0.0001303908,0.0003268975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001705057,0.0001056852,0.995016,0.0000285036,0.00005567955,0.0000448933,0.0003524976,0.00004684611,0.0002518479,0.00003932814,0.00002550032,0.003862706],"study_design_scores_gemma":[0.000001829352,0.00006836728,0.9991527,0.000007554131,0.00001772679,0.00005408478,0.0004966488,0.00008150087,0.00004095574,0.00002681019,0.00004911029,0.000002780176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999218,0.0002136117,0.00004809939,0.00003924908,0.00000194443,0.000009808406,0.0000688739,0.000001501004,0.0003988738],"genre_scores_gemma":[0.9996845,0.0001067338,0.00008617956,0.00001282253,0.000002275206,0.00000460828,0.00005076135,5.617022e-7,0.00005154858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006004461,"threshold_uncertainty_score":0.01193899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02709353889732975,"score_gpt":0.3350721550007645,"score_spread":0.3079786161034347,"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."}}