{"id":"W3025415611","doi":"10.14740/wjon1284","title":"Clinical Characteristics and Outcome Trends of Adjuvant Anthracycline and Taxane Regimen for Early Stage Breast Cancer","year":2020,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Taxane; Anthracycline; Breast cancer; Regimen; Internal medicine; Oncology; Context (archaeology); Estrogen receptor; Stage (stratigraphy); Surgery; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000226128,0.0001247347,0.0005823632,0.00005513464,0.00003558283,0.0000055978,0.00008602959,0.00008273398,0.00002440205],"category_scores_gemma":[0.00007759112,0.00009889476,0.00010208,0.00006468564,0.0002191693,0.000005748278,0.00008771585,0.0001259676,1.558023e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001960002,"about_ca_system_score_gemma":0.00008634897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001876002,"about_ca_topic_score_gemma":0.0001010193,"domain_scores_codex":[0.9989197,0.00006155745,0.0006255201,0.0001783949,0.00007062881,0.0001441838],"domain_scores_gemma":[0.9988404,0.00008372196,0.0006966817,0.00008255184,0.0001584563,0.00013822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002383696,0.0001506491,0.8338684,0.00004628161,0.0003895114,0.00002454203,0.0001266728,0.000001250183,0.004184259,0.00002135648,0.001485792,0.1573176],"study_design_scores_gemma":[0.003799145,0.001892658,0.9241267,0.00002405726,0.0002152753,0.00009333484,0.00006953412,0.00001084988,0.0004913367,0.000006522562,0.06916782,0.0001027991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841397,0.002072544,0.000144193,0.01282495,0.0002631342,0.00007931043,0.0003930096,0.000002176601,0.00008094893],"genre_scores_gemma":[0.9945719,0.002484058,0.001188686,0.0007078856,0.0007370276,0.000005765458,0.00001012588,0.00001410289,0.0002804505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1572148,"threshold_uncertainty_score":0.4032811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04169476915281304,"score_gpt":0.3832615005152666,"score_spread":0.3415667313624535,"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."}}