{"id":"W2042698462","doi":"10.1016/j.addbeh.2014.05.019","title":"Drinking to reach the top: Young adults' drinking patterns as a predictor of status within natural drinking groups","year":2014,"lang":"en","type":"article","venue":"Addictive Behaviors","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Public Health Ontario; Western University; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Peer group; Injury prevention; Psychology; Demography; Human factors and ergonomics; Suicide prevention; Poison control; Young adult; Occupational safety and health; Social support; Multilevel model; Environmental health; Medicine; Developmental psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003431191,0.0004122467,0.0005810679,0.0002473349,0.0002363231,0.00004157517,0.0002951927,0.0001389737,0.000155554],"category_scores_gemma":[0.0001906744,0.0002836963,0.0002517969,0.0004166324,0.0001492348,0.000232678,0.000141575,0.0005156205,0.00003181527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003013906,"about_ca_system_score_gemma":0.00007563835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005579736,"about_ca_topic_score_gemma":0.001918471,"domain_scores_codex":[0.9972311,0.0001152393,0.0005711125,0.0005768611,0.0008424358,0.0006632094],"domain_scores_gemma":[0.9982383,0.0002660895,0.000291761,0.0007282604,0.000236611,0.0002390093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004347259,0.0001530482,0.9638457,0.00001171469,0.0001660677,0.00004326418,0.02703237,0.000005336462,0.0009777829,0.0006470349,0.0000321381,0.006650802],"study_design_scores_gemma":[0.003092178,0.000565108,0.982197,0.0008648993,0.0005572704,0.0000358212,0.00654361,0.0001031089,0.005505359,0.00008388825,0.0001468648,0.0003048552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966,0.0002018279,0.0003374119,0.0001207843,0.0008350168,0.001071715,0.00001197423,0.0001923251,0.000628947],"genre_scores_gemma":[0.9980878,0.00002216728,0.0005732228,0.0003629715,0.0002462916,0.0001469828,0.000135783,0.00007830231,0.0003464544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02048876,"threshold_uncertainty_score":0.9999615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009563786754757254,"score_gpt":0.2639007203193887,"score_spread":0.2543369335646314,"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."}}