{"id":"W1981577393","doi":"10.1055/s-2006-933488","title":"Early Detection of Breast Cancer in the Emerging World","year":2006,"lang":"de","type":"article","venue":"Zentralblatt für Gynäkologie","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Cancer; Population; Cervix; Gynecology; Disease; Stage (stratigraphy); Developed country; Cancer registry; Obstetrics; Demography; Internal medicine; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0007844958,0.0001386343,0.0002530015,0.001291581,0.0002079098,0.0008274178,0.0003248224,0.0005528271,0.003130096],"category_scores_gemma":[0.003320663,0.0001293746,0.0001312109,0.001014761,0.0002058774,0.001024546,0.0004738712,0.0007148025,0.0006696937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003639936,"about_ca_system_score_gemma":0.00055161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004067661,"about_ca_topic_score_gemma":0.007019715,"domain_scores_codex":[0.9996165,0.00009358511,0.00002810361,0.00004084011,0.0001597481,0.00006113121],"domain_scores_gemma":[0.9988913,0.0002452153,0.0003355646,0.00003510118,0.0003317114,0.0001611613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001326944,0.0002427725,0.6402451,0.0005587395,0.00003311818,0.0007716314,0.0003759525,0.00009135845,0.001945472,0.002092894,0.01893136,0.3345789],"study_design_scores_gemma":[0.00002614902,0.0003312347,0.931657,0.0009521038,0.00008241406,0.006120304,0.00180694,0.0003800937,0.001169145,0.002915813,0.05452934,0.00002947629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6978076,0.1584774,0.007865794,0.03487231,0.001966405,0.0002814168,0.003990226,0.0002717983,0.09446715],"genre_scores_gemma":[0.8934006,0.08852652,0.006561349,0.004055398,0.0009805714,0.00006640081,0.001459467,0.00001899393,0.004930681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004067661,"threshold_uncertainty_score":0.01047128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04403255435515459,"score_gpt":0.3361952573568003,"score_spread":0.2921627030016457,"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."}}