{"id":"W4225411381","doi":"10.1016/j.bodyim.2022.04.006","title":"Weight gain attempts and substance use behaviors among adults across five countries","year":2022,"lang":"en","type":"article","venue":"Body Image","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; University of Toronto","funders":"Canadian Institutes of Health Research; Uniformed Services University of the Health Sciences; National Institutes of Health; Public Health Agency of Canada; American Heart Association","keywords":"Weight gain; Psychology; Substance use; Poisson regression; Binge drinking; Demography; Binge eating; Body weight; Clinical psychology; Medicine; Environmental health; Injury prevention; Poison control; Eating disorders; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007654866,0.0005035446,0.0004322885,0.001323644,0.0008003467,0.001206018,0.0003177992,0.0004513007,0.0009387616],"category_scores_gemma":[0.00112745,0.0004679318,0.001146707,0.002747882,0.0005102883,0.0006148094,0.001589071,0.0006996052,0.0001547418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005864436,"about_ca_system_score_gemma":0.0006593698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07258246,"about_ca_topic_score_gemma":0.10031,"domain_scores_codex":[0.9994282,0.0001522168,0.0001049241,0.0001000917,0.00007319514,0.0001413169],"domain_scores_gemma":[0.9988788,0.0001148992,0.0005086278,0.00005569759,0.0001771119,0.0002650027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002593741,0.00002218276,0.9986818,0.00001313176,0.00009352846,0.00003842576,0.0003670329,0.00001700282,0.00005969119,0.00002038829,0.00007327424,0.0005876357],"study_design_scores_gemma":[0.0000023705,0.00002425756,0.9984508,0.00001348851,0.00003480589,0.00003393268,0.001261202,0.00002149418,0.00001772989,0.000003702226,0.0001342884,0.000002059621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984789,0.0003152206,0.00003637717,0.00004912892,0.000009241391,0.00000949175,0.0006345219,0.000002291859,0.0004648349],"genre_scores_gemma":[0.9985445,0.0002916473,0.00007888069,0.00006021639,0.000004236706,0.00001322361,0.0007730301,0.000001630227,0.0002326153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07258246,"threshold_uncertainty_score":0.14432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015137554679637,"score_gpt":0.2722213436340811,"score_spread":0.2620699680872847,"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."}}