{"id":"W2036387646","doi":"10.1159/000127220","title":"Dose-Dense Therapy","year":2008,"lang":"en","type":"article","venue":"Breast Care","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Adjuvant therapy; Oncology; Chemotherapy; Adjuvant; Cancer therapy; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001289036,0.0001417974,0.0001044008,0.00001777594,0.0001392343,0.000005633476,0.00009927791,0.00006828324,0.00003570226],"category_scores_gemma":[0.000004512887,0.0001207665,0.00008737471,0.00005164101,0.00008566028,0.000001721239,0.00005532659,0.00003596461,0.00004598604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002129756,"about_ca_system_score_gemma":0.00005832783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008108484,"about_ca_topic_score_gemma":0.00003310595,"domain_scores_codex":[0.9993631,0.00002045024,0.00007833467,0.0002559814,0.00009889383,0.0001832634],"domain_scores_gemma":[0.9995306,0.000003639045,0.0000270688,0.0002808087,0.0001051369,0.00005278978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002171622,0.0005128121,0.6027165,0.00005305787,0.0009395495,0.0002860745,0.005934436,0.00003959732,0.1063697,0.0001321067,0.05039458,0.23045],"study_design_scores_gemma":[0.002488204,0.000161282,0.8861719,0.00001229407,0.00001740641,0.001390043,0.0007774307,4.987634e-7,0.03136401,0.00001184201,0.07726058,0.0003444839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884382,0.006788324,0.00001742746,0.0002797207,0.0001447734,0.0001158199,0.00009797438,0.00003651666,0.004081182],"genre_scores_gemma":[0.9980021,0.0006585057,0.000130456,0.0003346132,0.000374519,0.00003736537,0.0001233169,0.00002393363,0.000315171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2834554,"threshold_uncertainty_score":0.4924716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01312399588851541,"score_gpt":0.2398025198425633,"score_spread":0.2266785239540479,"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."}}