{"id":"W2342209533","doi":"10.4082/kjfm.2015.36.5.210","title":"Perceived Stress, Alexithymia, and Psychological Health as Predictors of Sedative Abuse","year":2015,"lang":"en","type":"article","venue":"Korean Journal of Family Medicine","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Sedative; Medicine; Clinical psychology; Anxiety; Substance abuse; Psychiatry","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":[0.000573387,0.0002064188,0.0008754153,0.0002078602,0.00003215563,0.000004297648,0.0001306482,0.00007705623,0.00005131163],"category_scores_gemma":[0.0002796776,0.00011983,0.00008503543,0.0001852462,0.0004348191,0.00009202906,0.00001437366,0.0002539664,0.000004463484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006382958,"about_ca_system_score_gemma":0.0001661774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000873283,"about_ca_topic_score_gemma":0.000003679221,"domain_scores_codex":[0.9979936,0.0001245595,0.0008165048,0.0001797838,0.0006592946,0.0002262068],"domain_scores_gemma":[0.9979868,0.00009850765,0.0006547168,0.0002373566,0.0002907748,0.0007318342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00503061,0.004665141,0.8216371,0.0005569442,0.001926235,0.0008709801,0.06253764,0.000007178923,0.002033105,0.000449183,0.08631525,0.01397064],"study_design_scores_gemma":[0.02082795,0.02586543,0.9185618,0.007709651,0.0002572608,0.001074047,0.02217571,0.00002666213,0.00005909883,0.001898543,0.00140379,0.00014001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98204,0.004817411,0.0001166388,0.002890023,0.0004452689,0.0002678668,0.00001501562,0.00001270898,0.00939509],"genre_scores_gemma":[0.9937053,0.003482447,0.0009871236,0.001262925,0.0003225793,0.00000199358,0.00001802017,0.00001851788,0.0002010421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09692476,"threshold_uncertainty_score":0.4886523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09019641159992725,"score_gpt":0.3696491799688097,"score_spread":0.2794527683688825,"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."}}