{"id":"W4401186064","doi":"10.1089/psymed.2024.0003","title":"Preferences and Attitudes Toward Music in Nonclinical Uses of Psychedelics","year":2024,"lang":"en","type":"article","venue":"Psychedelic Medicine","topic":"Psychedelics and Drug Studies","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mining Association of Canada; International Laboratory for Brain, Music and Sound Research; McGill University; Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Psychology; Social psychology; Psychoanalysis","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001275795,0.0003327369,0.0007597766,0.00043028,0.00004371854,0.00002110015,0.0003045548,0.0002229302,0.00123157],"category_scores_gemma":[0.0002428989,0.0002440544,0.00007894234,0.0007147294,0.0006559204,0.00008086647,0.000091791,0.0003988261,0.00008571794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002231111,"about_ca_system_score_gemma":0.0000520189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000801416,"about_ca_topic_score_gemma":0.0004451665,"domain_scores_codex":[0.9971744,0.0001464821,0.001059134,0.0007871765,0.0003877239,0.000445027],"domain_scores_gemma":[0.9983314,0.0008776535,0.0001261777,0.0004020696,0.00009560616,0.000167079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008881695,0.001807743,0.2365127,0.002529917,0.001531624,0.0001541425,0.07885282,0.00001219692,0.003658561,0.1539952,0.2330277,0.2870291],"study_design_scores_gemma":[0.00685117,0.002847721,0.8376439,0.004068866,0.0003565615,0.0001509991,0.01329538,0.0008019352,0.00007040608,0.04296694,0.0896959,0.001250229],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8705377,0.05052761,0.0005895483,0.01235088,0.003294389,0.0004238584,0.00001819656,0.0001441455,0.06211369],"genre_scores_gemma":[0.9946947,0.002742396,0.0004087044,0.00089655,0.0006601288,0.00008946485,0.000008326222,0.00003708321,0.0004626477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6011312,"threshold_uncertainty_score":0.9996814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2569035806273005,"score_gpt":0.47997291013696,"score_spread":0.2230693295096596,"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."}}