{"id":"W1961649739","doi":"10.1002/ijc.28887","title":"Adherence to cancer prevention guidelines and risk of breast cancer","year":2014,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Breast Cancer Research Foundation","keywords":"Breast cancer; Medicine; Cancer prevention; Oncology; Cancer; Internal medicine; Environmental health; Gynecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002466847,0.0001527717,0.0003594271,0.001168174,0.000421215,0.0007249622,0.0005500695,0.0006354595,0.001011795],"category_scores_gemma":[0.02454264,0.0001982692,0.0004370385,0.002331618,0.0002517027,0.0003132134,0.000405303,0.001160304,0.0001444947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076133,"about_ca_system_score_gemma":0.001714638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1112455,"about_ca_topic_score_gemma":0.1218399,"domain_scores_codex":[0.9966055,0.001023688,0.0003628916,0.0002652181,0.001377106,0.0003655164],"domain_scores_gemma":[0.9834431,0.00327761,0.009235913,0.0008182409,0.002163189,0.001061979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009412215,0.0001229396,0.9862095,0.000045481,0.0001546989,0.00002737455,0.0001110032,0.0001802934,0.00004844633,0.00005910248,0.0004849498,0.01246205],"study_design_scores_gemma":[0.000007843805,0.00006356886,0.9990645,0.00002389352,0.0000451058,0.00004381817,0.00004911902,0.0002409742,0.0000183079,0.00004669485,0.0003919355,0.000004281882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878055,0.004627885,0.0004862092,0.001213131,0.00004768867,0.0001103472,0.001708849,0.0000373588,0.003963029],"genre_scores_gemma":[0.9965313,0.0009386826,0.0005730207,0.0001599063,0.00003326032,0.00003774204,0.001186479,0.000005465711,0.0005342729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1112455,"threshold_uncertainty_score":0.2211959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03721564756040304,"score_gpt":0.4063529837331954,"score_spread":0.3691373361727924,"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."}}