{"id":"W3035169645","doi":"10.1148/rg.2020190090","title":"Missed Breast Cancer: Effects of Subconscious Bias and Lesion Characteristics","year":2020,"lang":"en","type":"review","venue":"Radiographics","topic":"Radiology practices and education","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Breast cancer; Overdiagnosis; Mammography; Breast imaging; Malpractice; Cancer; Radiology; Intensive care medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001535009,0.0005792906,0.001238,0.002179917,0.0002090086,0.001285872,0.000726402,0.0008458698,0.002649737],"category_scores_gemma":[0.005573511,0.0002293755,0.0009287467,0.001850654,0.000631011,0.0009851627,0.0005691393,0.0007006159,0.0008075451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007859318,"about_ca_system_score_gemma":0.001456825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002648637,"about_ca_topic_score_gemma":0.004648376,"domain_scores_codex":[0.9989141,0.0003905572,0.0002007211,0.0001195413,0.0003368789,0.00003809216],"domain_scores_gemma":[0.9969789,0.002092804,0.0004649419,0.00005457202,0.0003665499,0.00004224896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007011235,0.00002593168,0.001570989,0.04373835,0.0003227371,0.0002223875,0.0001643279,0.0001457316,0.0002858818,0.001652839,0.01437433,0.9374263],"study_design_scores_gemma":[0.00005721837,0.0003278524,0.03310843,0.08726857,0.002657922,0.01574736,0.0006714704,0.0002094019,0.0009021501,0.002907346,0.8560482,0.00009401489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001858403,0.9990517,0.00004899563,0.0001707925,0.00005991546,0.000004762524,0.00001253229,0.000002177035,0.0004632189],"genre_scores_gemma":[0.002306121,0.9969464,0.0001443531,0.0002036555,0.0001176352,0.000008215116,0.00002397127,0.000001500774,0.0002482093],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002649737,"threshold_uncertainty_score":0.008864224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07611708603453564,"score_gpt":0.3637870241713732,"score_spread":0.2876699381368376,"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."}}