{"id":"W2072761001","doi":"10.1186/bcr3481","title":"Proliferation and estrogen signaling can distinguish patients at risk for early versus late relapse among estrogen receptor positive breast cancers","year":2013,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Clinical Research Institute","funders":"Associazione Italiana per la Ricerca sul Cancro; Breast Cancer Research Foundation","keywords":"Surgical oncology; Estrogen; Breast cancer; Estrogen receptor; Medicine; Oncology; Internal medicine; Bioinformatics; Cancer research; Cancer; Biology","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":[0.0004385459,0.000193879,0.0002409351,0.0004822805,0.0001475008,0.0003229521,0.0001655048,0.0002970352,0.001125123],"category_scores_gemma":[0.001033533,0.00008906054,0.0002325236,0.0003336692,0.0001465201,0.0001991415,0.0002125255,0.000292822,0.0001971337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356653,"about_ca_system_score_gemma":0.0001261191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003768202,"about_ca_topic_score_gemma":0.00077584,"domain_scores_codex":[0.9998533,0.00003789669,0.00001291467,0.00003993194,0.00002801814,0.00002805017],"domain_scores_gemma":[0.9994015,0.0002025457,0.0002311854,0.00003328696,0.00004280662,0.00008880623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006865462,0.00003144811,0.9935709,0.000008380212,0.00002167207,0.00003566619,0.00002497302,0.00006130536,0.001495658,0.00000760187,0.00004211354,0.004013631],"study_design_scores_gemma":[0.000007678904,0.0002122191,0.9986964,0.000002574233,0.00002226521,0.0002087533,0.00005039487,0.0002612369,0.0003958137,0.00002561063,0.0001147458,0.000002328069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995527,0.0001707719,0.00006500355,0.0000131931,0.000001848361,0.000002271191,0.00007915244,0.000002644322,0.000112332],"genre_scores_gemma":[0.9995762,0.00004227993,0.0000753929,0.000006388284,0.00000569417,0.000003120848,0.0001866733,7.747089e-7,0.0001035131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001125123,"threshold_uncertainty_score":0.003763914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647578821053815,"score_gpt":0.2959816128204065,"score_spread":0.2795058246098683,"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."}}