{"id":"W4205342793","doi":"10.3390/children9010103","title":"Depressive Symptoms, Alcohol Beliefs and Heavy Episodic Drinking in Adolescents","year":2022,"lang":"en","type":"article","venue":"Children","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"DAK-Gesundheit","keywords":"Alcohol; Depressive symptoms; Suicide prevention; Psychology; Injury prevention; Human factors and ergonomics; Poison control; Psychopathology; Heavy drinking; Occupational safety and health; Clinical psychology; Psychiatry; Medicine; Environmental health; Cognition","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":[0.00006738813,0.0001296045,0.0002276396,0.0001327485,0.0001354604,0.000009719128,0.00007580225,0.00003210972,0.00008818667],"category_scores_gemma":[0.00001445204,0.0001172945,0.00004846396,0.0001714486,0.00003510404,0.00005396274,0.0001025933,0.0002192559,0.00001137146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073504,"about_ca_system_score_gemma":0.00002717153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004430471,"about_ca_topic_score_gemma":0.00004833233,"domain_scores_codex":[0.9991159,0.00003504609,0.0001520936,0.0002583303,0.0002063149,0.0002322762],"domain_scores_gemma":[0.9996526,0.0000181013,0.0000457096,0.0001988201,0.000009370887,0.00007535188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009754192,0.0001305999,0.9929897,0.000005410916,0.00005887175,0.0000744734,0.0009373412,0.000006779068,0.00004152729,0.00003040493,0.0001570359,0.005470326],"study_design_scores_gemma":[0.004804476,0.00008600093,0.9939679,0.0001542267,0.00005768188,0.0001094512,0.00009677823,0.0000123151,0.0004785792,0.00007357459,0.00004849333,0.0001105137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952775,0.003654624,0.000001850748,0.0002521622,0.00008274955,0.0004219426,0.000002339589,0.0000549449,0.0002519327],"genre_scores_gemma":[0.9987087,0.0001010813,0.00002440244,0.0007548895,0.0000808115,0.00004929946,0.00004868202,0.00002120229,0.0002109849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005359812,"threshold_uncertainty_score":0.478313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166322567989267,"score_gpt":0.2541628864165252,"score_spread":0.2424996607366325,"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."}}