{"id":"W2139882513","doi":"10.1200/jco.2004.07.018","title":"Compliance With Consensus Recommendations for Systemic Therapy Is Associated With Improved Survival of Women With Node-Negative Breast Cancer","year":2004,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":169,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Saint-Sacrement","funders":"","keywords":"Medicine; Hazard ratio; Breast cancer; Proportional hazards model; Internal medicine; Systemic therapy; Population; Survival analysis; Cancer; Gynecology; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007123562,0.0001813848,0.0009849186,0.00003124987,0.00006959061,0.00000582847,0.0001456399,0.0001793113,0.00001246463],"category_scores_gemma":[0.0001862242,0.0001061423,0.0001135167,0.0001102917,0.0003973324,0.000006513683,0.00001937877,0.0002054668,2.646905e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003167729,"about_ca_system_score_gemma":0.001903151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001479328,"about_ca_topic_score_gemma":0.0006639315,"domain_scores_codex":[0.9983414,0.0001758123,0.0008299027,0.0002312515,0.0001509721,0.0002706469],"domain_scores_gemma":[0.995802,0.0005491004,0.001965245,0.0001539618,0.00139366,0.0001360262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3479775,0.01205083,0.4800323,0.0002430669,0.04985732,0.0002103209,0.004426416,0.002402671,0.01879625,0.0001709444,0.004645817,0.0791866],"study_design_scores_gemma":[0.1438795,0.08237041,0.7476397,0.001813079,0.001106281,0.001911565,0.005079942,0.00003636274,0.009717955,0.0003406946,0.005206366,0.0008981035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850386,0.0002382855,0.0007410006,0.01317412,0.0001722227,0.0003363622,0.0002325604,0.000004214714,0.0000625902],"genre_scores_gemma":[0.9946399,0.0005161161,0.00349949,0.0009843059,0.0002209668,0.00006805686,0.000009468006,0.00002433113,0.00003740262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2676075,"threshold_uncertainty_score":0.4328358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0935733134891994,"score_gpt":0.4165721272325071,"score_spread":0.3229988137433077,"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."}}