{"id":"W4400917644","doi":"10.1056/evidoa2300267","title":"Clinical and Genomic Risk for Late Breast Cancer Recurrence and Survival","year":2024,"lang":"en","type":"review","venue":"NEJM Evidence","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Cancer Institute","keywords":"Breast cancer; Medicine; Oncology; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004139103,0.00039368,0.0008969954,0.00003468058,0.0001017607,0.00005627452,0.0001832272,0.0002844519,0.000004650039],"category_scores_gemma":[0.0001512074,0.0002946681,0.0002584451,0.00007530818,0.0002785153,0.000005841448,0.00037577,0.0002364786,0.00001050495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003265791,"about_ca_system_score_gemma":0.0002763143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001464388,"about_ca_topic_score_gemma":0.0001899009,"domain_scores_codex":[0.9981338,0.0001522466,0.0004233255,0.0009470901,0.00008757064,0.0002558999],"domain_scores_gemma":[0.9990441,0.0002349992,0.0002167896,0.0003301431,0.00006905256,0.000104891],"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":[0.00004699076,0.00001163129,0.004560817,0.005241015,0.0004767368,0.000002870613,0.00001492934,1.261135e-7,0.00000281297,0.00001076043,0.001761726,0.9878696],"study_design_scores_gemma":[0.0003042111,0.0001316048,0.007637029,0.01463804,0.003696296,0.0001063401,0.00000701971,0.000006268162,0.000001540463,0.00007772094,0.9728808,0.0005131176],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001020836,0.9961629,0.00002752668,0.0001616151,0.0007800362,0.0005703847,0.001247988,0.00001453164,0.00001419636],"genre_scores_gemma":[0.0005098436,0.9976418,0.0001986946,0.00003847338,0.0009176025,0.0003813502,0.00003959899,0.00004911679,0.0002235164],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9873565,"threshold_uncertainty_score":0.9999505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09434647413455795,"score_gpt":0.4334790647473441,"score_spread":0.3391325906127862,"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."}}