{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001740226,0.0002037872,0.0003401008,0.0000413925,0.0003567117,0.00007570229,0.000120694,0.00004597549,0.0001635993],"category_scores_gemma":[0.00005337027,0.0002003355,0.00007877872,0.0001834222,0.0003613112,0.000475883,0.000235477,0.0003865398,0.00003366535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001309403,"about_ca_system_score_gemma":0.00003460835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007284942,"about_ca_topic_score_gemma":0.00043734,"domain_scores_codex":[0.9984171,0.00007946664,0.0001902492,0.0004306102,0.000475122,0.0004073895],"domain_scores_gemma":[0.9990906,0.0001535301,0.0001003335,0.0003768592,0.0001030847,0.0001755842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00021052,0.001674852,0.9887668,0.00008976216,0.00003050523,0.0004737795,0.001986943,7.929959e-7,0.002719295,0.0002076255,0.003708437,0.0001306912],"study_design_scores_gemma":[0.001527979,0.0002704064,0.9917552,0.00005618357,0.0000697411,0.00002690949,0.0006519011,0.0001211277,0.004021566,0.0001017502,0.001174598,0.0002226222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981596,0.0001072826,0.000005981292,0.0003180323,0.0001387965,0.0004709967,0.0003653528,0.0001051584,0.0003287283],"genre_scores_gemma":[0.9963048,0.00002690473,0.0001015789,0.0002723379,0.0001267692,0.00008083066,0.00006845957,0.00003991989,0.002978468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002988419,"threshold_uncertainty_score":0.8169443,"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."}}