{"id":"W2015753784","doi":"10.1038/bjc.2013.732","title":"Breast cancer survival and prognosis by screening history","year":2013,"lang":"en","type":"article","venue":"British Journal of Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Stage (stratigraphy); Internal medicine; Cancer; Oncology; Survival analysis; Breast cancer screening; Survival rate; Disease; Gynecology; Mammography","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":[0.0002894187,0.0001346211,0.0001642058,0.0008316189,0.0002764095,0.0004008737,0.0001955147,0.0002264143,0.002673122],"category_scores_gemma":[0.002294733,0.00008324625,0.0001913413,0.0009579559,0.0004358732,0.0001979812,0.0002733469,0.0002715657,0.0002117585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015374,"about_ca_system_score_gemma":0.000602111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1080391,"about_ca_topic_score_gemma":0.1405438,"domain_scores_codex":[0.99978,0.00003182496,0.0000126478,0.00003268255,0.00005084731,0.0000919615],"domain_scores_gemma":[0.9986314,0.0002829964,0.0005667335,0.00004025038,0.0001777504,0.0003007578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005462913,0.000003585569,0.9979669,0.000007210821,0.0000178363,0.00006961717,0.00005983471,0.00009782033,0.0000686651,0.00001326344,0.0001018496,0.001538732],"study_design_scores_gemma":[9.317749e-7,0.0000151114,0.9994724,0.000007286987,0.000008136674,0.0002011695,0.00005389918,0.00007695876,0.00001958601,0.00001624769,0.0001266223,0.000001729512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975721,0.0007460656,0.00002639826,0.0001058062,0.000002945325,0.000002210191,0.0004021703,0.000003699003,0.001138563],"genre_scores_gemma":[0.999546,0.0001293199,0.00001135599,0.000007352774,0.000002625575,6.988136e-7,0.0001885354,6.982753e-7,0.0001132811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1080391,"threshold_uncertainty_score":0.2148206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0527344574174325,"score_gpt":0.3110113987708295,"score_spread":0.258276941353397,"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."}}