{"id":"W3088525786","doi":"10.1001/jamanetworkopen.2020.18179","title":"Incidence, Characteristics, and Outcomes of Interval Breast Cancers Compared With Screening-Detected Breast Cancers","year":2020,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba; Research Institute in Oncology and Hematology","funders":"","keywords":"Medicine; Breast cancer; Mammography; Breast cancer screening; Oncology; Internal medicine; Cancer; Incidence (geometry); Cancer registry; Population; Cohort; Gynecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003210831,0.0003022978,0.000989284,0.00004541004,0.0001253838,0.0001480863,0.0004864369,0.0001071716,0.0002278282],"category_scores_gemma":[0.00007173581,0.0002406056,0.00007884054,0.0005223344,0.0002437319,0.0004162214,0.0004225199,0.0003849209,0.000005902612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002129764,"about_ca_system_score_gemma":0.0004817405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01048101,"about_ca_topic_score_gemma":0.001837055,"domain_scores_codex":[0.9979534,0.00008456426,0.0005306547,0.0004931092,0.0004657703,0.0004725735],"domain_scores_gemma":[0.9984221,0.00008791818,0.0003923208,0.000316123,0.0003152497,0.0004662983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00687072,0.00001338974,0.968509,0.00008681257,0.0004021293,0.0001112914,0.0005804399,0.0006718686,0.0000689283,0.00003614143,0.006004567,0.01664473],"study_design_scores_gemma":[0.003062129,0.0005363396,0.985819,0.001489518,0.0002165026,0.0003528851,0.000740686,0.006434272,0.00003085061,0.000007442422,0.001026758,0.0002835939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893243,0.0003975007,0.0008800913,0.00643743,0.0001343421,0.0009611964,0.0002675196,0.00007573608,0.001521938],"genre_scores_gemma":[0.9922938,0.00007576113,0.003159699,0.003769045,0.0004741178,0.00003595718,0.00007232592,0.00003740746,0.000081836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01731004,"threshold_uncertainty_score":0.9961083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04821396490912155,"score_gpt":0.30796904659136,"score_spread":0.2597550816822384,"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."}}