{"id":"W20819200","doi":"10.1111/j.1863-2378.2010.01351.x","title":"Diet and Lifestyle and Survival from Breast Cancer Fact Sheet No. 44","year":2002,"lang":"en","type":"article","venue":"Zoonoses and Public Health","topic":"Nutrition, Health and Food Behavior","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Medicine; Fact sheet; Cancer; Internal medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002658296,0.0001931997,0.000348935,0.00008757228,0.0004630055,0.0001901501,0.0000634361,0.0001184489,0.0005235222],"category_scores_gemma":[0.00003395704,0.0001766041,0.00002607614,0.0001257188,0.0001081859,0.0003210312,0.00003953926,0.0002187612,0.00001432311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006628527,"about_ca_system_score_gemma":0.00006909171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02033633,"about_ca_topic_score_gemma":0.002344861,"domain_scores_codex":[0.9983076,0.0001568449,0.000318884,0.0004105468,0.0001713528,0.0006346992],"domain_scores_gemma":[0.9985822,0.0001355214,0.0001091808,0.0001718697,0.00007176163,0.0009294196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002184972,0.0003775417,0.6956074,0.0004212398,0.00002078098,0.000004123809,0.001703244,9.916165e-8,0.00003377343,0.00009816042,0.02681765,0.2746975],"study_design_scores_gemma":[0.00155086,0.0007423475,0.8027853,0.00009773411,0.00001727872,0.00002691542,0.0004825002,0.0002458701,0.000002766747,0.00008986649,0.1936907,0.0002678292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9359325,0.01161841,0.000005012749,0.0495274,0.0008680332,0.0003108444,0.001336755,0.00008248384,0.0003186233],"genre_scores_gemma":[0.9858638,0.008701072,0.0001640746,0.004330716,0.0007247209,0.00002525639,0.00007729261,0.000027428,0.00008565832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2744296,"threshold_uncertainty_score":0.9861873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04914651697740761,"score_gpt":0.305887577222079,"score_spread":0.2567410602446714,"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."}}