{"id":"W2024800181","doi":"10.3747/co.v16i6.311","title":"Relative Dose Intensity Delivered to Patients with Early Breast Cancer: Canadian Experience","year":2009,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Medicine; Epirubicin; Docetaxel; Breast cancer; Cyclophosphamide; Chemotherapy; Internal medicine; Oncology; Fluorouracil; Population; Cancer; Retrospective cohort study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000264751,0.0001855843,0.0002040682,0.00005730856,0.0001355162,0.000009242401,0.0001494461,0.0000890653,0.00002608502],"category_scores_gemma":[0.00002024546,0.0001551087,0.00003826563,0.0001313085,0.00009650034,0.000008237403,0.00005822044,0.0001004208,0.00001869965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003918784,"about_ca_system_score_gemma":0.0002830018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01532761,"about_ca_topic_score_gemma":0.05597604,"domain_scores_codex":[0.9989589,0.00003448585,0.0001296456,0.0004084737,0.00009881104,0.000369627],"domain_scores_gemma":[0.9990885,0.000006442622,0.00006264012,0.0002170305,0.0003447334,0.0002806316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009386796,0.0002860237,0.8982154,0.000002659957,0.00008075477,0.000008019943,0.001652124,0.00001052572,0.0002574244,0.00003640118,0.002567395,0.09594458],"study_design_scores_gemma":[0.001220845,0.0006888049,0.9771731,0.00002506492,0.00003093668,0.000008120464,0.00008507411,0.000001328914,0.000292201,0.00001519963,0.02026496,0.0001943066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967209,0.0004087431,0.0000502578,0.001437332,0.000413282,0.0002940626,0.0002083091,0.0000122184,0.0004549721],"genre_scores_gemma":[0.9987441,0.0001007327,0.0001409867,0.0006775394,0.0001432173,0.00007467935,0.00008313759,0.00001015151,0.00002550663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09575027,"threshold_uncertainty_score":0.9912294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353119550746354,"score_gpt":0.3191482871749884,"score_spread":0.2956170916675249,"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."}}