{"id":"W2929313356","doi":"10.1089/tmj.2018.0328","title":"Mobile Screening Units for the Early Detection of Breast Cancer and Cardiovascular Disease: A Pilot Telemedicine Study in Southern Italy","year":2019,"lang":"en","type":"article","venue":"Telemedicine Journal and e-Health","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Medicine; Telemedicine; Breast cancer; Breast cancer screening; Disease; Cancer; Mammography; Internal medicine; Health care","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001914119,0.0001840183,0.0006430214,0.0003174334,0.0001661168,0.00002435999,0.00007583576,0.00002075094,0.00001497783],"category_scores_gemma":[0.00003618327,0.0001081049,0.0001015316,0.0005465301,0.0001144684,0.000135418,0.00003069383,0.0003585836,3.910386e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004007697,"about_ca_system_score_gemma":0.0002005219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002919163,"about_ca_topic_score_gemma":0.0001315203,"domain_scores_codex":[0.9983109,0.00006063746,0.0005415656,0.000243512,0.0004855628,0.0003578472],"domain_scores_gemma":[0.998897,0.00008189309,0.0002202365,0.0002110645,0.000207333,0.0003825199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000906008,0.0001890239,0.5063774,0.000380614,0.0005457247,0.00001566379,0.002868917,0.00003189222,0.0001508251,0.000002704673,0.00008392188,0.4884473],"study_design_scores_gemma":[0.008759373,0.006655466,0.9615612,0.001394884,0.0003668211,0.0008188772,0.01891166,0.0005931464,0.000003940763,0.00003120564,0.0007862946,0.0001171572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581138,0.03588983,0.00090152,0.00305085,0.0001418999,0.001811592,0.00004992096,0.00001656398,0.00002404558],"genre_scores_gemma":[0.9968979,0.002034073,0.00004220839,0.0004334379,0.0004188436,0.0000505586,0.000004059651,0.00002406341,0.00009487742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4883302,"threshold_uncertainty_score":0.441292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02735912484089859,"score_gpt":0.2893364198587152,"score_spread":0.2619772950178166,"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."}}