{"id":"W4321846619","doi":"10.5114/ain.2022.125279","title":"The Hazardous Use Scale of psychoactive substances. A pilot study","year":2022,"lang":"en","type":"article","venue":"Alcoholism and Drug Addiction","topic":"Human Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Addiction; Hazardous waste; Drug; Pharmacology; Medicine; Psychiatry; Biology; Ecology","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":[0.003474765,0.000462526,0.0006550046,0.000975211,0.000887755,0.0008163938,0.0007891486,0.0005093677,0.005724265],"category_scores_gemma":[0.006417425,0.0007955126,0.000840895,0.000762368,0.0003410402,0.001009616,0.001372965,0.001855592,0.002576912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005296594,"about_ca_system_score_gemma":0.001142902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00513781,"about_ca_topic_score_gemma":0.007791451,"domain_scores_codex":[0.9986165,0.0004651836,0.0001963193,0.0001008226,0.0005313517,0.00008997927],"domain_scores_gemma":[0.9968817,0.001064878,0.0002925857,0.000211863,0.001061837,0.0004871905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004815967,0.01260695,0.5878012,0.0007712979,0.0003343654,0.0005990262,0.009114284,0.0005573462,0.003223463,0.001622727,0.06650107,0.3120522],"study_design_scores_gemma":[0.001350827,0.004723981,0.9592702,0.0002480046,0.0001168628,0.0006053771,0.003731118,0.0006582798,0.0007116337,0.000768212,0.027751,0.00006442618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606228,0.001714082,0.001874663,0.001847695,0.0005682712,0.008350007,0.008265986,0.00009244968,0.01666396],"genre_scores_gemma":[0.9274262,0.003487902,0.01528899,0.001434941,0.000293151,0.01642503,0.01590172,0.0001248949,0.01961716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005724265,"threshold_uncertainty_score":0.01914954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03331351799991895,"score_gpt":0.3044208555313255,"score_spread":0.2711073375314065,"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."}}