{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004656049,0.0005681138,0.0009223093,0.0008157491,0.0001969815,0.0009794338,0.0005264211,0.0006572906,0.001626355],"category_scores_gemma":[0.00974407,0.0003105513,0.004734656,0.001120316,0.000291969,0.000474813,0.0004555816,0.0008721693,0.000175467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003550862,"about_ca_system_score_gemma":0.0005060109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002284155,"about_ca_topic_score_gemma":0.002843159,"domain_scores_codex":[0.9977115,0.001097379,0.00019282,0.0006271025,0.0002440697,0.0001271251],"domain_scores_gemma":[0.9920924,0.00485833,0.001598118,0.0007526483,0.0004032363,0.0002950988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00338464,0.00004466968,0.941685,0.001106768,0.02913147,0.0001221687,0.00004370121,0.002386801,0.0004740101,0.00020859,0.001036036,0.02037621],"study_design_scores_gemma":[0.0004902756,0.001026466,0.9307538,0.0004361891,0.05357649,0.0007372427,0.00007554614,0.005949009,0.0005925584,0.001832031,0.004488,0.0000423725],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8267701,0.1612608,0.003917744,0.001922471,0.0002540833,0.00005191885,0.003231493,0.0001038953,0.002487401],"genre_scores_gemma":[0.9938288,0.00428175,0.0004548224,0.0002084155,0.0001305626,0.00002296624,0.0008186023,0.00001329657,0.0002407281],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004656049,"threshold_uncertainty_score":0.02462381,"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."}}