{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002009499,0.00007829179,0.0002251549,0.00009084667,0.00002392369,0.00001058816,0.00009815594,0.00002855928,0.0004890274],"category_scores_gemma":[0.0001161147,0.00005854877,0.00009442639,0.00006485271,0.00003702076,0.00007954014,0.00003867173,0.00009290097,0.000001311033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104977,"about_ca_system_score_gemma":0.000125356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002131822,"about_ca_topic_score_gemma":0.0008890395,"domain_scores_codex":[0.9989182,0.0000192064,0.0004178431,0.00009295045,0.0004698939,0.0000818945],"domain_scores_gemma":[0.9972667,0.00004030337,0.0003783464,0.00004638689,0.002175312,0.00009295077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001586082,0.0001339306,0.5917612,0.00005585729,0.001208877,0.000005318491,0.0001000346,0.0008063127,0.002485617,0.0004054863,0.03060192,0.3708493],"study_design_scores_gemma":[0.002790997,0.0004316834,0.9373186,0.002270115,0.0003459341,0.00009064498,0.00007024716,0.000198057,0.001383834,0.001059865,0.0539323,0.0001076732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657499,0.01413867,0.0007035701,0.01741772,0.001322382,0.0001122725,0.0002717211,0.000004490488,0.0002792946],"genre_scores_gemma":[0.9615319,0.03389327,0.001103569,0.0009446898,0.002159238,0.00002401328,0.000001617747,0.000009283136,0.0003324355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3707417,"threshold_uncertainty_score":0.5354507,"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."}}