{"id":"W2049908729","doi":"10.1016/s0306-4603(03)00074-1","title":"The role of relevancy in normative feedback for university students' drinking patterns","year":2003,"lang":"en","type":"article","venue":"Addictive Behaviors","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Normative; Psychology; Ambivalence; Intervention (counseling); Social psychology; Population; Developmental psychology; Clinical psychology; Medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006141714,0.000444715,0.0004898155,0.0008863157,0.0007282426,0.002885765,0.000941839,0.001339303,0.004245685],"category_scores_gemma":[0.1031041,0.0003270392,0.0003386069,0.0003429112,0.0009586297,0.002198078,0.0009685751,0.001317792,0.0004855268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008200825,"about_ca_system_score_gemma":0.001555965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001833501,"about_ca_topic_score_gemma":0.002043013,"domain_scores_codex":[0.9960718,0.002160066,0.0002269576,0.000368472,0.0009564504,0.0002162427],"domain_scores_gemma":[0.924183,0.05721654,0.005374407,0.004723959,0.005348662,0.003153483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01041764,0.01043955,0.4135002,0.0004451099,0.0002184072,0.0004999615,0.007222829,0.004488323,0.03103327,0.006222799,0.001354349,0.5141576],"study_design_scores_gemma":[0.0007642741,0.01296408,0.9218811,0.0003872191,0.0004190314,0.0007909374,0.003769605,0.02500524,0.0148361,0.01643988,0.002600642,0.0001420015],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921523,0.0001656517,0.001777389,0.0004156599,0.00004887828,0.00005243098,0.00002863213,0.00009458788,0.005264539],"genre_scores_gemma":[0.9980818,0.0000696845,0.001120228,0.00006045161,0.0000183112,0.00002779656,0.00002509745,0.00003429201,0.0005623549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006141714,"threshold_uncertainty_score":0.03248084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083393097083677,"score_gpt":0.2712703690944151,"score_spread":0.2604364381235783,"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."}}