{"id":"W4255558714","doi":"10.36315/2020inpact049","title":"ATTRIBUTIONS FOR CHANGE AMONG YOUNG ADULT BINGE DRINKERS","year":2020,"lang":"en","type":"article","venue":"","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Binge drinking; Demography; Marital status; Medicine; Young adult; Behavior change; Psychology; Gerontology; Environmental health; Injury prevention; Poison control; Social psychology","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":[0.003607344,0.0002695208,0.0002549299,0.002227315,0.0008808617,0.00101466,0.0003905128,0.0005826165,0.002722665],"category_scores_gemma":[0.01783668,0.0002791417,0.0008246094,0.0006163797,0.0008421935,0.0007262937,0.001361631,0.0009907609,0.0002114398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007847744,"about_ca_system_score_gemma":0.0005171046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00920937,"about_ca_topic_score_gemma":0.01206954,"domain_scores_codex":[0.9987372,0.0004496874,0.0001445103,0.0001340715,0.0003498063,0.0001847454],"domain_scores_gemma":[0.989692,0.002964812,0.004702471,0.0007256346,0.0008524561,0.001062665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005808445,0.00008419221,0.9941521,0.000009457091,0.00003519484,0.00003096762,0.001198174,0.00004895989,0.0000549149,0.00008105137,0.00006001948,0.004186919],"study_design_scores_gemma":[0.000003794216,0.00004304323,0.9977424,0.00001363707,0.00001180613,0.00005301739,0.001438805,0.0002793313,0.00004695718,0.0002339763,0.0001286479,0.000004483458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982218,0.0001552805,0.0002371315,0.0002116599,0.00001631664,0.00002976167,0.0001278109,0.00000760192,0.0009925667],"genre_scores_gemma":[0.9995171,0.00005834897,0.000101619,0.00001990373,0.000007104375,0.00001092117,0.0001234808,0.000001733186,0.0001597455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00920937,"threshold_uncertainty_score":0.01907772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0904661855819783,"score_gpt":0.3061007639285628,"score_spread":0.2156345783465845,"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."}}