{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003152771,0.0000819273,0.0001464636,0.00006600447,0.0005942725,0.00001814801,0.00004718924,0.000008952215,0.00008861705],"category_scores_gemma":[0.00003884318,0.00006084394,0.0000320573,0.0001647042,0.00007377763,0.00008891065,0.00003531382,0.0001802534,0.000003916069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004074938,"about_ca_system_score_gemma":0.00007808361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007189701,"about_ca_topic_score_gemma":0.0002206756,"domain_scores_codex":[0.9990078,0.0001263686,0.0002146556,0.0001930303,0.0002928117,0.0001652877],"domain_scores_gemma":[0.9993268,0.0001182775,0.00009326689,0.0002392157,0.00005888388,0.000163568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02153599,0.009571244,0.7506037,0.0001447054,0.0004350987,0.0001045903,0.02382797,0.00005574898,0.0006608634,0.001188876,0.1142517,0.07761953],"study_design_scores_gemma":[0.003899853,0.002003371,0.9684929,0.0000146623,0.0002127468,0.00002418725,0.005998473,0.0001111595,0.00004422877,0.0001894152,0.01891759,0.00009137954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995343,0.001877923,0.000005655014,0.000482469,0.0003201398,0.0006838106,0.00005388858,0.0000382215,0.001194855],"genre_scores_gemma":[0.998207,0.000204744,0.00001059548,0.0004901785,0.0001119619,0.0001385854,0.00001988623,0.00001092672,0.0008060704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2178892,"threshold_uncertainty_score":0.4570724,"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."}}