{"id":"W2552440313","doi":"10.2196/cancer.6295","title":"Alcohol Intake Among Breast Cancer Survivors: Change in Alcohol Use During a Weight Management Intervention","year":2016,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Alcohol intake; Breast cancer; Alcohol; Psychological intervention; Medicine; Intervention (counseling); Affect (linguistics); Postmenopausal women; Cancer; Weight management; Environmental health; Internal medicine; Weight loss; Psychology; Obesity; Psychiatry; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001144362,0.0002628944,0.0003525812,0.0003110498,0.00004463982,0.00003341165,0.0001215285,0.000116715,0.003468082],"category_scores_gemma":[0.000003806404,0.0001858055,0.0001598441,0.000342637,0.00007837196,0.0005091504,0.00008911735,0.0001744788,0.00003348026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009049095,"about_ca_system_score_gemma":0.0000302213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06743551,"about_ca_topic_score_gemma":0.1194736,"domain_scores_codex":[0.9982854,0.00003857331,0.0003815052,0.0004994856,0.0003240753,0.0004710346],"domain_scores_gemma":[0.9992175,0.00001670614,0.0001523594,0.0003727982,0.00006901382,0.0001715911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004525218,0.0001148513,0.8550584,0.0002466833,0.0001303532,0.00009011,0.0003949188,0.000001485193,0.0005869986,0.00001157853,0.0003188887,0.1425932],"study_design_scores_gemma":[0.004686492,0.00004207273,0.9852196,0.002838956,0.00007480549,0.00001532875,0.00006884516,0.00002263207,0.0004257797,0.000007598243,0.006336248,0.0002616709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956967,0.0005879233,0.00001405712,0.001111742,0.0006873,0.001357869,0.0002107408,0.00009563722,0.0002379812],"genre_scores_gemma":[0.9904972,0.00328426,0.00001463031,0.0002499489,0.0006931048,0.002104924,0.0000117931,0.00004988732,0.003094196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1423315,"threshold_uncertainty_score":0.9974429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04125670824069723,"score_gpt":0.3390062256789364,"score_spread":0.2977495174382392,"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."}}