{"id":"W4391800115","doi":"10.56294/saludcyt2024741","title":"Characterization of breast cancer detection programs in the Americas region with a focus on Ecuador","year":2024,"lang":"en","type":"article","venue":"Salud Ciencia y Tecnología","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0004250083,0.0001190087,0.0001681992,0.0002449136,0.00008157414,0.00007527186,0.00019648,0.00007808328,0.000013265],"category_scores_gemma":[0.00005150392,0.00006885352,0.00003669078,0.001436732,0.0001260351,0.0003239269,0.00003512402,0.0001768228,0.00002641278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006433493,"about_ca_system_score_gemma":0.00004492139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008270638,"about_ca_topic_score_gemma":0.0009775349,"domain_scores_codex":[0.9989818,0.00003571153,0.0002397206,0.0002436349,0.0001579518,0.0003411436],"domain_scores_gemma":[0.9995656,0.00003435308,0.0001501738,0.0001723241,0.00006840743,0.000009167909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002296901,0.0002932106,0.03866765,0.0005012513,0.00003774231,0.00006267493,0.0004406541,0.0001980606,0.005474516,0.02203992,0.003510262,0.9285444],"study_design_scores_gemma":[0.0004006552,0.000284611,0.8531647,0.0003817572,0.00004535903,0.00005160839,0.001006354,0.0115564,0.0001261608,0.001788598,0.1308939,0.0002999599],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661923,0.0000358064,0.0002458206,0.03106345,0.0002326689,0.0003894602,0.000003520367,0.0001244731,0.00171248],"genre_scores_gemma":[0.9944904,0.00002726002,0.000007083657,0.004909758,0.0004097205,0.0001203823,0.000009170746,0.00001120989,0.00001502897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9282444,"threshold_uncertainty_score":0.9983334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03441749197435924,"score_gpt":0.2805306919951291,"score_spread":0.2461132000207699,"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."}}