{"id":"W2068553049","doi":"10.1007/s10549-007-9673-x","title":"Prediction of metastatic relapse in node-positive breast cancer: establishment of a clinicogenomic model after FEC100 adjuvant regimen","year":2007,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute of Cancer Research; National Institutes of Health; Institut National Du Cancer; National Cancer Institute; Ligue Contre le Cancer; Pfizer","keywords":"Breast cancer; Oncology; Internal medicine; Epirubicin; Medicine; Cancer; Proportional hazards model; Regimen","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001000997,0.0003567793,0.0004430759,0.0002608715,0.0001903287,0.0004321087,0.0003343554,0.0003599908,0.000881633],"category_scores_gemma":[0.001435829,0.0001738933,0.0003124242,0.0001791152,0.0002273011,0.0002284677,0.0001459463,0.000514622,0.0001243985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000410733,"about_ca_system_score_gemma":0.0004820493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003946344,"about_ca_topic_score_gemma":0.003478416,"domain_scores_codex":[0.9998142,0.0001074523,0.000004034099,0.000034147,0.00001411691,0.00002612154],"domain_scores_gemma":[0.9994813,0.0003851787,0.00004161469,0.00004079026,0.00002474871,0.0000264566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02370272,0.0045548,0.442501,0.0000994641,0.0007424902,0.0007450536,0.0002675329,0.2878297,0.1424471,0.006851079,0.002355193,0.08790387],"study_design_scores_gemma":[0.0002514661,0.002669963,0.1217348,0.00000794525,0.0003067926,0.0003611364,0.00008327825,0.8576283,0.01270962,0.003527022,0.0006842784,0.00003539532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936376,0.00005105099,0.005556486,0.0001103041,0.000005723417,0.0000236285,0.0001837714,0.00002459162,0.0004068466],"genre_scores_gemma":[0.9983099,0.00002948469,0.001054668,0.00001607114,0.000002838411,0.0000184172,0.0001518966,0.000005548685,0.0004111155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003946344,"threshold_uncertainty_score":0.007846713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03870086731612015,"score_gpt":0.3428465874636522,"score_spread":0.304145720147532,"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."}}