{"id":"W2767646229","doi":"10.1016/j.canep.2017.08.004","title":"Characteristics of invasive breast cancer and overall survival of patients eligible for mass breast cancer screening in Guadeloupe compared to those of the preceding age group","year":2017,"lang":"en","type":"article","venue":"Cancer Epidemiology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute of Cancer Research; Institut National Du Cancer","keywords":"Medicine; Breast cancer; Cancer; Internal medicine; Cancer registry; Population; Oncology; Breast cancer screening; Gynecology; Demography; Mammography; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0008577568,0.0002331669,0.001340238,0.00008722765,0.0001605086,0.00001021178,0.0003949568,0.0001649873,0.00003625215],"category_scores_gemma":[0.0009013315,0.0001786821,0.0001464633,0.0001142791,0.0003644117,0.0001357677,0.0002274831,0.0002142009,1.565103e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765906,"about_ca_system_score_gemma":0.0002217813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03418572,"about_ca_topic_score_gemma":0.008386504,"domain_scores_codex":[0.9978351,0.0001374466,0.0009328945,0.000415022,0.0002050724,0.0004744563],"domain_scores_gemma":[0.9972332,0.0005324809,0.001163194,0.0004815243,0.0004355125,0.0001541498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001985849,0.00003801594,0.9850778,0.0005064617,0.0001229421,0.000001653572,0.0003900939,0.0003044473,0.004632713,0.0002333553,0.0006292842,0.006077408],"study_design_scores_gemma":[0.002087574,0.0001245031,0.9931989,0.002647901,0.0001365744,0.00000327864,0.0001302063,0.0004386949,0.000653691,0.0002498783,0.0001717971,0.0001570076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992014,0.0009601241,0.0004144022,0.00285618,0.000671444,0.0008660425,0.002135397,0.000006865231,0.00007557104],"genre_scores_gemma":[0.9965453,0.00106555,0.001087244,0.0007416562,0.0002569708,0.0002075448,0.0000294291,0.00002417096,0.00004213656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02579921,"threshold_uncertainty_score":0.9722458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1830545045030453,"score_gpt":0.416113580993663,"score_spread":0.2330590764906178,"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."}}