{"id":"W2998403265","doi":"10.1556/2054.2019.032","title":"Diversity, equity, and access in psychedelic medicine","year":2019,"lang":"en","type":"article","venue":"Journal of Psychedelic Studies","topic":"Psychedelics and Drug Studies","field":"Psychology","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Witness; Health care; Indigenous; Equity (law); Disadvantaged; Diversity (politics); Alternative medicine; Health equity; Public relations; Psychology; Medicine; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002051924,0.000346426,0.001110994,0.0006674879,0.000289027,0.00003673213,0.0009324639,0.0001406426,0.0004058471],"category_scores_gemma":[0.0001891244,0.0002571956,0.0001308877,0.0005991847,0.0003513072,0.0003002875,0.005377973,0.0004504329,0.00006361699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032964,"about_ca_system_score_gemma":0.00003056789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002398373,"about_ca_topic_score_gemma":0.0002491809,"domain_scores_codex":[0.9971097,0.000141853,0.001067402,0.00042331,0.0007388382,0.0005189086],"domain_scores_gemma":[0.997889,0.0004207749,0.0006836824,0.0003814724,0.0004679654,0.000157081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009026222,0.000665135,0.7494696,0.0002954448,0.00252583,0.0001397996,0.05881685,0.00002491849,0.0005073139,0.01356685,0.1384104,0.03467527],"study_design_scores_gemma":[0.01345363,0.002469853,0.7972103,0.001109068,0.000334275,0.0004639067,0.0588899,0.00001879282,0.00001937536,0.1024283,0.02271873,0.0008838656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8626105,0.04791807,0.00005984658,0.01883768,0.005336157,0.0002702858,0.000002821544,0.00002091832,0.06494373],"genre_scores_gemma":[0.9887532,0.007492252,0.0001216042,0.002099985,0.0006084404,0.000008048327,4.066394e-7,0.00002540339,0.0008906761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1261427,"threshold_uncertainty_score":0.999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3058306620917445,"score_gpt":0.5413446838608185,"score_spread":0.2355140217690739,"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."}}