{"id":"W2957955970","doi":"10.1186/s12954-019-0308-4","title":"Psychedelic microdosing benefits and challenges: an empirical codebook","year":2019,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"Psychedelics and Drug Studies","field":"Psychology","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; York University; University of Toronto","funders":"","keywords":"Psilocybin; Hallucinogen; Lysergic acid diethylamide; Popularity; Psychology; Pharmacology; Medicine; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004809263,0.0001736835,0.0002255773,0.0001556618,0.0002740034,0.0000879171,0.0001205889,0.0001192564,0.0007961564],"category_scores_gemma":[0.000009724687,0.0001545329,0.00007466,0.0000811133,0.00007368754,0.0001916378,0.00002859247,0.0003707291,0.000293606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003665956,"about_ca_system_score_gemma":0.00002584441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000625639,"about_ca_topic_score_gemma":8.934948e-7,"domain_scores_codex":[0.9986694,0.0001408188,0.000316718,0.0003723977,0.0001729056,0.0003277887],"domain_scores_gemma":[0.9992385,0.00002466261,0.0001508719,0.0002439706,0.0001265355,0.000215462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008022455,0.001208775,0.005670795,0.00008160625,0.0007670879,0.00003758135,0.1440809,0.00008243506,0.01606054,0.01189673,0.05619954,0.7631118],"study_design_scores_gemma":[0.009364842,0.002337317,0.1590153,0.0004364292,0.0002375693,0.02824941,0.192857,0.0003087356,0.0009465513,0.00896414,0.5953856,0.001897106],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426373,0.02974481,0.00006909449,0.006443052,0.00421719,0.0001331332,0.000003212545,0.00004850729,0.01670369],"genre_scores_gemma":[0.9873005,0.008523298,0.000689443,0.0004128223,0.001736243,0.000009744307,0.000002570831,0.00004086774,0.001284584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7612147,"threshold_uncertainty_score":0.8717355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1549152975089644,"score_gpt":0.3867508618363466,"score_spread":0.2318355643273823,"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."}}