{"id":"W7106249081","doi":"10.1007/978-3-031-79150-5_51","title":"Breast Cancer","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Breast cancer; Cancer; Incidence (geometry); Developed country; Epidemiology of cancer; Developing country; Mortality rate","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002598242,0.0008083797,0.0004527973,0.001221138,0.00079736,0.001568773,0.0006096337,0.001076074,0.2915569],"category_scores_gemma":[0.0006602366,0.0003537354,0.0003116766,0.0008281004,0.0003599435,0.000883109,0.001200955,0.001731137,0.2308526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007105996,"about_ca_system_score_gemma":0.0009260088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002858428,"about_ca_topic_score_gemma":0.01328614,"domain_scores_codex":[0.9998494,0.00001969038,0.000005636306,0.00002857527,0.00007616796,0.0000205247],"domain_scores_gemma":[0.9998566,0.00002759122,0.000006769661,0.00001780523,0.00005253304,0.00003868438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001035068,0.00002683809,0.00008707167,0.0001031071,0.000002227112,0.00003611904,0.00004867385,0.00005562068,0.0002266351,0.009052921,0.8220347,0.1683157],"study_design_scores_gemma":[0.000001552457,0.000005604132,0.0001539008,0.00006205111,0.00000111334,0.00008328433,0.00001239557,0.00001587812,0.00003030475,0.0009772563,0.9986557,9.756601e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001620101,0.01100559,0.0004897746,0.001941365,0.001864257,0.00004354113,0.0002830182,0.0001477904,0.9840626],"genre_scores_gemma":[0.0005200636,0.004196359,0.0002669973,0.001069643,0.0003141817,0.00001947322,0.0001843217,0.00002613963,0.9934028],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.708443,"threshold_uncertainty_score":0.9753551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06115911230948599,"score_gpt":0.3394158307611216,"score_spread":0.2782567184516356,"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."}}