{"id":"W2509401408","doi":"10.15562/tcp.23","title":"Epidemiological Perspective of Breast Cancer Risk Factors in Qazvin, Iran","year":2016,"lang":"en","type":"article","venue":"The Cancer Press","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Epidemiology; Breast cancer; Perspective (graphical); Environmental health; Medicine; Oncology; Internal medicine; Cancer; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004353494,0.0001500123,0.0004021106,0.0000348473,0.0000450392,0.000004092165,0.0002494527,0.0000864389,0.0005222616],"category_scores_gemma":[0.00028181,0.0000653477,0.0001120506,0.0001442681,0.0002514544,0.00008971892,0.0000745565,0.0002143645,0.000002754193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004187709,"about_ca_system_score_gemma":0.0001061845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06439318,"about_ca_topic_score_gemma":0.002004386,"domain_scores_codex":[0.9987297,0.0001658891,0.0002714379,0.0002942653,0.0002318353,0.0003068878],"domain_scores_gemma":[0.9989486,0.0002983077,0.0001702226,0.0003309043,0.000160781,0.00009121666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007970413,0.00003726147,0.9820215,0.00002006263,0.0001225418,0.00000720785,0.001378355,0.0001969775,0.002475632,0.0008636754,0.002199485,0.009880236],"study_design_scores_gemma":[0.0009621363,0.00008728788,0.991587,0.0004796892,0.0001154172,0.000009825153,0.0007807096,0.00006472268,0.003955333,0.001064376,0.0007775559,0.0001159848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829257,0.007057121,0.0001467179,0.007179898,0.0001863085,0.0003259686,0.0003260337,0.0000292123,0.001823097],"genre_scores_gemma":[0.9952035,0.003902359,0.00002815172,0.0003344627,0.0002286682,0.00007296304,6.701543e-7,0.00001108727,0.0002181451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06238879,"threshold_uncertainty_score":0.9418371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1279756161051835,"score_gpt":0.3904968850350313,"score_spread":0.2625212689298478,"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."}}