{"id":"W3112492529","doi":"10.1097/01.cot.0000725484.40873.4c","title":"The Role of Regular Mammograms in Finding Interval Breast Cancer","year":2020,"lang":"en","type":"article","venue":"Oncology Times","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Mammography; Cancer; Breast cancer screening; Overdiagnosis; Incidence (geometry); Oncology; Mammography screening; Gynecology; Internal medicine; Medical physics","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":[0.0001684825,0.00006495035,0.000221719,0.00002191516,0.00003911254,0.000005060158,0.0001146837,0.00007347364,0.0002604657],"category_scores_gemma":[0.00005369483,0.00004470698,0.00005641304,0.0001669416,0.0001096545,0.00003721228,0.0000558732,0.0001669773,0.00001561575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001017464,"about_ca_system_score_gemma":0.0001404632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004732542,"about_ca_topic_score_gemma":0.0002856805,"domain_scores_codex":[0.9993488,0.00004184167,0.0001877101,0.0001267955,0.0001178229,0.0001770882],"domain_scores_gemma":[0.9996572,0.00006353822,0.00007190205,0.00009486323,0.00004425466,0.00006824329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001375178,0.00006040979,0.4902962,0.00003301897,0.000102896,0.00009639674,0.001784978,0.00004573544,0.009411291,0.00136915,0.01467299,0.4807518],"study_design_scores_gemma":[0.003333529,0.002020026,0.3566789,0.0006191599,0.0002157016,0.0003473371,0.01229336,0.003763524,0.0147993,0.001430341,0.6042113,0.0002875231],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9201726,0.00521696,0.00001732062,0.03693668,0.0001946774,0.0002506805,0.00001393786,0.0000346013,0.03716257],"genre_scores_gemma":[0.9978826,0.0001341929,0.0002088457,0.001027253,0.000137648,0.00001687557,0.000002343736,0.000006490882,0.0005837679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5895383,"threshold_uncertainty_score":0.2851917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04325704059114225,"score_gpt":0.3480346357696882,"score_spread":0.304777595178546,"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."}}