{"id":"W3137105089","doi":"10.1111/acer.14569","title":"Identifying Patterns of Alcohol Use and Obesity‐Related Factors Among Emerging Adults: A Behavioral Economic Analysis","year":2021,"lang":"en","type":"article","venue":"Alcoholism Clinical and Experimental Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Impulsivity; Overweight; Obesity; Alcohol; Body mass index; Lipid profile; Addiction; Medicine; Psychology; Psychiatry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005152686,0.0001911461,0.0007118104,0.0003117191,0.0001631952,0.00008668526,0.00008228533,0.0001742036,0.0004715542],"category_scores_gemma":[0.0001228472,0.0001590705,0.0003318941,0.0003555776,0.0004208087,0.0003288876,0.00024616,0.0003863424,0.000009316445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006116429,"about_ca_system_score_gemma":0.00005598524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001528836,"about_ca_topic_score_gemma":0.000438212,"domain_scores_codex":[0.9976981,0.0002199994,0.0006970721,0.0005972297,0.0003877463,0.0003999036],"domain_scores_gemma":[0.9985325,0.0005556553,0.00009790161,0.0003463847,0.0001160344,0.0003515329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001924805,0.0004988936,0.9927129,0.00001905414,0.0008126216,0.0001760388,0.003629986,8.474026e-7,0.001417181,0.0000656333,0.00001630961,0.0004580482],"study_design_scores_gemma":[0.003784481,0.0002174397,0.9500293,0.0001410046,0.0004780234,0.000008734934,0.01434353,0.0001895802,0.03062901,0.00002567409,0.00001057995,0.0001426285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979589,0.001512179,0.000001605149,0.00006236635,0.0001027545,0.0002599974,0.00001385988,0.00002491225,0.00006341947],"genre_scores_gemma":[0.9978351,0.001269218,0.00009587524,0.00002671118,0.00004485458,0.00001790339,0.0001083611,0.00002190443,0.0005800481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04268359,"threshold_uncertainty_score":0.6486705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2283135584298726,"score_gpt":0.489890408802517,"score_spread":0.2615768503726443,"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."}}