{"id":"W7117321635","doi":"10.15288/jsad.25-00182","title":"Testing the bidirectional associations between vaping and changing eating to manage weight and shape in a large Canadian adolescent cohort","year":2025,"lang":"en","type":"article","venue":"Journal of Studies on Alcohol and Drugs","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Ontario Tech University; Brock University","funders":"","keywords":"Intervention (counseling); Public health; Cohort; Occupational safety and health; Suicide prevention; Poison control; Injury prevention; Cohort study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002260711,0.0005299182,0.0003406985,0.001007367,0.00330889,0.001299463,0.001686504,0.0005364656,0.002335065],"category_scores_gemma":[0.004396219,0.0005296955,0.001053774,0.0019484,0.000564598,0.0005554741,0.001278945,0.001338182,0.000289472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009993798,"about_ca_system_score_gemma":0.02023118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.979067,"about_ca_topic_score_gemma":0.986739,"domain_scores_codex":[0.9989845,0.0001230094,0.00005033173,0.0002266545,0.0002441733,0.0003713458],"domain_scores_gemma":[0.9978898,0.0001617777,0.0004263198,0.0001607734,0.0009122489,0.0004490512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002291361,0.00002459055,0.9972186,0.00001363802,0.00003047746,0.00002675992,0.0005664144,0.0000317516,0.00007532326,0.00007178367,0.000376642,0.001541045],"study_design_scores_gemma":[0.000005014505,0.00002526079,0.9970449,0.00002852903,0.00003029979,0.0000349625,0.001653992,0.0003055834,0.00004671379,0.00003350262,0.0007834327,0.000007920691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954709,0.0002667516,0.0002683573,0.0002924827,0.00001618198,0.00005412806,0.002553684,0.000008645463,0.001068833],"genre_scores_gemma":[0.9956684,0.0003951796,0.0007672462,0.0001211859,0.000007655761,0.00006966533,0.002113837,0.000009395872,0.0008473367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02093297,"threshold_uncertainty_score":0.07251036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04497222269396897,"score_gpt":0.3431827305639712,"score_spread":0.2982105078700023,"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."}}