{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007335456,0.0001708355,0.0002350585,0.001000606,0.0001899902,0.0004351686,0.0003687497,0.000264257,0.0008694342],"category_scores_gemma":[0.004821888,0.0001684522,0.0003454175,0.001156624,0.0002396462,0.0003283331,0.0003674459,0.0003711618,0.0000824889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005469309,"about_ca_system_score_gemma":0.0005309855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01355999,"about_ca_topic_score_gemma":0.01539065,"domain_scores_codex":[0.9993443,0.0001497591,0.00007821173,0.000141123,0.0001735932,0.0001129501],"domain_scores_gemma":[0.9967327,0.0004902651,0.001978126,0.0001279341,0.0002972562,0.0003737432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005466872,0.00001048781,0.9993809,0.000004496774,0.00002602934,0.00002330028,0.00001863299,0.00002901562,0.00002612685,0.000007100657,0.00002945412,0.0003897022],"study_design_scores_gemma":[0.00000538846,0.00003632138,0.9995095,0.000004236046,0.00001731964,0.0001633448,0.00007071992,0.0001195717,0.00002078428,0.00001324931,0.00003793688,0.000001615186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999061,0.0002349548,0.00003791855,0.00002946896,0.000002730524,0.000005521941,0.0004578636,0.000001844836,0.0001685882],"genre_scores_gemma":[0.9992353,0.00009204235,0.00002730394,0.00000633888,0.000005603813,0.000005342675,0.0005764877,9.074335e-7,0.00005075127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01355999,"threshold_uncertainty_score":0.02696216,"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."}}