{"id":"W2969294229","doi":"10.1093/jbi/wbz038","title":"Breast Cancer Screening: Beyond Mortality","year":2019,"lang":"en","type":"article","venue":"Journal of Breast Imaging","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Breast cancer; Medicine; Breast cancer screening; Cancer; Disease; Quality of life (healthcare); Burden of disease; Cancer screening; Intensive care medicine; Mammography; 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":[0.003196701,0.0005675921,0.0007584647,0.002704923,0.0005765485,0.003019295,0.0006457819,0.001323638,0.008924267],"category_scores_gemma":[0.01624486,0.0001953677,0.0005292991,0.002736648,0.00171798,0.003420099,0.002301788,0.002008584,0.00122778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002783767,"about_ca_system_score_gemma":0.003316506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01020226,"about_ca_topic_score_gemma":0.009814032,"domain_scores_codex":[0.9953035,0.002141164,0.0002318687,0.0002968289,0.001528649,0.0004979793],"domain_scores_gemma":[0.9927831,0.00302524,0.001001647,0.0003859233,0.001974363,0.0008296273],"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":[0.0001965771,0.0001167832,0.08267195,0.003521745,0.0003664833,0.0003002081,0.001115467,0.002968705,0.0007137698,0.2515585,0.07351667,0.5829533],"study_design_scores_gemma":[0.00003110909,0.00059507,0.1328347,0.01103847,0.0006293579,0.001995729,0.002251454,0.003501494,0.001154132,0.2971397,0.5487174,0.0001113745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05739134,0.3160846,0.02610345,0.3847244,0.006115283,0.0001999708,0.004822727,0.0003401607,0.2042181],"genre_scores_gemma":[0.7570798,0.1690013,0.008524449,0.03194898,0.01136825,0.0001896652,0.001847921,0.0001243748,0.01991518],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01020226,"threshold_uncertainty_score":0.02985466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03499071397784929,"score_gpt":0.3430406348448997,"score_spread":0.3080499208670504,"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."}}