{"id":"W655758603","doi":"","title":"Скрининг рака молочной железы у женщин","year":2009,"lang":"ru","type":"article","venue":"Медицинский вестник Башкортостана","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Mammography; Medicine; Disease; Cancer; Developing country; Developed country; Gynecology; Family medicine; Environmental health; Pathology; Population; Internal medicine; Economic growth","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":["insufficient_payload"],"category_scores_codex":[0.002048365,0.001138963,0.001768892,0.0003097389,0.0006441027,0.0002497852,0.001544909,0.001240157,0.01514049],"category_scores_gemma":[0.001239041,0.0007527387,0.0007880209,0.001818065,0.001322945,0.000382447,0.0003248372,0.001681069,0.008557096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002688981,"about_ca_system_score_gemma":0.0006210115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001800916,"about_ca_topic_score_gemma":0.0000534036,"domain_scores_codex":[0.9909708,0.0004263404,0.001606497,0.00202321,0.002257482,0.002715606],"domain_scores_gemma":[0.9947413,0.0005906787,0.0005080561,0.001338194,0.0002931793,0.002528635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001054066,0.004066885,0.01776147,0.0003376805,0.0003118049,0.001555941,0.0009908088,0.000009740468,0.0280064,0.03010459,0.1971577,0.718643],"study_design_scores_gemma":[0.005293309,0.008942647,0.2288516,0.00128779,0.0006493744,0.0003266587,0.0009786647,0.0006786411,0.004451113,0.01675039,0.7295977,0.002192108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3383652,0.02234154,0.001288371,0.1832075,0.009675158,0.003318816,0.0001811577,0.001373839,0.4402484],"genre_scores_gemma":[0.9347608,0.002330315,0.001211353,0.02657059,0.004957531,0.00002864031,0.0001162777,0.00004506008,0.02997942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7164509,"threshold_uncertainty_score":0.9994923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0456794264595968,"score_gpt":0.3123779967091225,"score_spread":0.2666985702495257,"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."}}