{"id":"W1991064064","doi":"10.1148/radiol.10100655","title":"Risk of Radiation-induced Breast Cancer from Mammographic Screening","year":2010,"lang":"en","type":"article","venue":"Radiology","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":292,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Mammography; Breast cancer; Oncology; Cancer; Gynecology; Radiology; Medical physics; 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":[0.002991628,0.0003951849,0.0003275793,0.0007719414,0.0001156769,0.000551582,0.0006527359,0.0005162063,0.001233368],"category_scores_gemma":[0.01144564,0.0002210298,0.0007278232,0.0003620802,0.0002606316,0.0004496068,0.0004113766,0.0003841496,0.0003280872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007377094,"about_ca_system_score_gemma":0.0007781961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002587187,"about_ca_topic_score_gemma":0.002241313,"domain_scores_codex":[0.9986764,0.0006508377,0.00006460975,0.0001619658,0.0003926244,0.00005354549],"domain_scores_gemma":[0.9963192,0.002129265,0.0007666509,0.0003644597,0.0003397334,0.00008078014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007471593,0.0001601856,0.6246774,0.000319347,0.000598077,0.0002458198,0.0001262427,0.3162365,0.004756271,0.003673756,0.0005952586,0.04786397],"study_design_scores_gemma":[0.0001094782,0.001722755,0.3647735,0.0002446362,0.0006303558,0.003232359,0.0001439624,0.6055045,0.01088415,0.008146025,0.004526018,0.00008236987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8330294,0.002201948,0.1577964,0.0005201805,0.00002920481,0.0002932859,0.001583654,0.0003543024,0.00419151],"genre_scores_gemma":[0.9740036,0.0004409704,0.02381801,0.00006659187,0.00001000136,0.00008102234,0.0008529212,0.0000153826,0.0007115045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002991628,"threshold_uncertainty_score":0.01582146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007583263961102696,"score_gpt":0.2517256480547311,"score_spread":0.2441423840936284,"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."}}