{"id":"W1483002266","doi":"10.1186/bcr1024","title":"Morrow M, Jordan VC: Managing Breast Cancer Risk. 1st Edition. Hamilton, Ontario: BC Decker Inc","year":2005,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Surgical oncology; Medicine; Oncology; Internal medicine; Cancer; Gynecology; Family medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004931691,0.0003058217,0.0002310295,0.0002019915,0.000542701,0.0001440089,0.0005004964,0.0002061775,0.002467535],"category_scores_gemma":[0.00002001783,0.0003138709,0.0001504165,0.0002988169,0.0003572262,0.00002722143,0.000249603,0.0004734435,0.0001129308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005179722,"about_ca_system_score_gemma":0.001075208,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09444576,"about_ca_topic_score_gemma":0.2055875,"domain_scores_codex":[0.9968604,0.0002238281,0.0003387363,0.0008506573,0.0007587038,0.0009677167],"domain_scores_gemma":[0.9978129,0.00001943701,0.00009871791,0.0007135977,0.0008230425,0.0005323188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003514281,0.001449028,0.4041738,0.0003188223,0.0005514282,0.00005077841,0.0007556131,0.002006554,0.05995843,0.0001537065,0.424946,0.1021216],"study_design_scores_gemma":[0.004104065,0.0001632067,0.5955898,0.00024367,0.0001253665,0.0001498341,0.0003818937,0.0003023907,0.02242637,0.0008180645,0.3746562,0.001039163],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831109,0.006739009,0.0002252846,0.004009602,0.0004850124,0.0005891259,0.002563444,0.00004508353,0.002232512],"genre_scores_gemma":[0.9819508,0.006218225,0.0003084903,0.0005912675,0.00521468,0.0005134515,0.0004012295,0.00008147736,0.004720392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.191416,"threshold_uncertainty_score":0.9999313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908154167511295,"score_gpt":0.3218894073017892,"score_spread":0.3028078656266763,"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."}}