{"id":"W4254177809","doi":"10.1177/030089161209800405","title":"The Impact of Multiple Recurrences in Disease-Free Survival of Breast Cancer: An Extended Cox Model","year":2012,"lang":"en","type":"article","venue":"Tumori Journal","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Élisabeth Bruyère Hospital","funders":"","keywords":"Medicine; Breast cancer; Proportional hazards model; Oncology; Metastasis; Disease; Internal medicine; Cancer; Mastectomy; Estrogen receptor; Risk factor","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":[0.01792504,0.001596598,0.001717502,0.00145318,0.0006848684,0.001775601,0.002318096,0.001303427,0.003304963],"category_scores_gemma":[0.01903708,0.0007423596,0.003992248,0.0008705499,0.0007865536,0.00155374,0.001596321,0.002661686,0.0004394987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008049561,"about_ca_system_score_gemma":0.002149916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01311975,"about_ca_topic_score_gemma":0.007716865,"domain_scores_codex":[0.9920648,0.005537768,0.00019892,0.0008777758,0.000486718,0.0008340353],"domain_scores_gemma":[0.9560013,0.03833087,0.002057949,0.001541902,0.0009073656,0.00116056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007139786,0.0006072822,0.6901122,0.0004646089,0.006067586,0.002625786,0.0005920592,0.2384024,0.0007520276,0.007080435,0.004857069,0.04129872],"study_design_scores_gemma":[0.0002557599,0.001307044,0.06722426,0.0001154631,0.00169193,0.000764422,0.000217643,0.9217241,0.0001620319,0.004727305,0.001719187,0.00009094204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8950112,0.006679259,0.08945793,0.003128035,0.0005037463,0.0002561701,0.001888732,0.0003341197,0.002740851],"genre_scores_gemma":[0.9906571,0.00116345,0.004377535,0.0001141085,0.0002642568,0.0001364625,0.0007366906,0.00004522531,0.002505141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01792504,"threshold_uncertainty_score":0.09479779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02115748046123463,"score_gpt":0.3160445963224174,"score_spread":0.2948871158611828,"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."}}