{"id":"W2007307305","doi":"10.1038/nature13402","title":"Neuropsychosocial profiles of current and future adolescent alcohol misusers","year":2014,"lang":"en","type":"article","venue":"Nature","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":449,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University of Toronto","funders":"National Institute of Mental Health; National Institute of General Medical Sciences; National Institute on Drug Abuse; Wellcome Trust","keywords":"Current (fluid); Alcohol; Psychology; Medicine; Chemistry; Physics; Biochemistry","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":[0.00004685265,0.0001138567,0.000205238,0.00004702009,0.00002918628,0.0000045315,0.00004369157,0.0003164024,0.00002953372],"category_scores_gemma":[0.00002661512,0.00007913524,0.00006873184,0.0001009786,0.00003953285,0.00002931395,0.000009761281,0.0006993691,0.000004823325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000015057,"about_ca_system_score_gemma":0.00001885076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.155713e-7,"about_ca_topic_score_gemma":0.000002692858,"domain_scores_codex":[0.9993934,0.00002142867,0.0001059166,0.0001623573,0.0001921479,0.000124762],"domain_scores_gemma":[0.9996489,0.00002130744,0.0000542607,0.0001483056,0.00005871961,0.00006847329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004284497,0.0002764955,0.8600289,0.0002360045,0.00007825984,0.00001081186,0.0009787093,8.068109e-8,0.001939281,0.002121357,0.02652728,0.1073743],"study_design_scores_gemma":[0.003850942,0.0001325364,0.8484893,0.0001937848,0.0001500287,0.00001068675,0.0002393461,0.000008710179,0.003356259,0.00008293201,0.1433605,0.0001248972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871239,0.008053999,0.000002414836,0.002782782,0.0008457429,0.0002651018,0.000002655596,0.00004112009,0.0008822759],"genre_scores_gemma":[0.997155,0.0007658551,0.000134899,0.0007848172,0.0009992386,0.000004688678,0.00001617858,0.00001373662,0.0001256439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1168332,"threshold_uncertainty_score":0.3227041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656648181133387,"score_gpt":0.3113071413823338,"score_spread":0.294740659571,"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."}}