{"id":"W2897893072","doi":"10.1111/ecc.12933","title":"Patterns, perceptions and their association with changes in alcohol consumption in cancer survivors","year":2018,"lang":"en","type":"article","venue":"European Journal of Cancer Care","topic":"Cancer survivorship and care","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network; Public Health Ontario; Centre for Addiction and Mental Health; Ontario Institute for Cancer Research","funders":"Posluns Family Foundation; Cancer Care Ontario","keywords":"Medicine; Alcohol; Alcohol consumption; Logistic regression; Cancer; Consumption (sociology); Perception; Environmental health; Psychiatry; Internal medicine","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":[0.0008585884,0.00009866633,0.0001631427,0.0005073973,0.0002009559,0.0004911979,0.0001527158,0.000300653,0.001425187],"category_scores_gemma":[0.005411682,0.0001290344,0.0003071238,0.000511478,0.0002523127,0.0002920169,0.0003693901,0.0004674445,0.0001086125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002207425,"about_ca_system_score_gemma":0.0002586209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007201475,"about_ca_topic_score_gemma":0.007715886,"domain_scores_codex":[0.9994673,0.000206989,0.00006478264,0.00005017083,0.0001242702,0.00008649172],"domain_scores_gemma":[0.9969901,0.0009052958,0.001343532,0.00008874857,0.0002738032,0.0003984777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003847805,0.00003124895,0.99777,0.000008196819,0.00003214916,0.00001490145,0.0002583971,0.00002158615,0.00004858074,0.000007540613,0.00003538627,0.001733626],"study_design_scores_gemma":[0.00000112593,0.00005753085,0.9993386,0.000004461361,0.00001041503,0.00003074736,0.0003835901,0.00006912194,0.00001873078,0.000009470894,0.00007412824,0.000002126557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993513,0.0002111682,0.00003649718,0.00007353786,0.000002772879,0.000004707825,0.00006877098,0.000001383444,0.0002497912],"genre_scores_gemma":[0.9997466,0.00007970712,0.00002051596,0.00001382796,0.00000287067,0.000002704242,0.00006123147,4.330989e-7,0.00007209665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007201475,"threshold_uncertainty_score":0.01431906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02730099605651367,"score_gpt":0.2979929643514673,"score_spread":0.2706919682949537,"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."}}