{"id":"W2088148097","doi":"10.1200/jco.2009.23.8691","title":"Reply to L.C. Panasci","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Alberta Cancer Foundation; University of Alberta","funders":"University of Alberta","keywords":"Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003898976,0.0009438045,0.001956796,0.001148066,0.002434058,0.002943179,0.002870315,0.03084313,0.006756353],"category_scores_gemma":[0.03278688,0.0008883851,0.001065686,0.001098442,0.003025448,0.00455399,0.002337097,0.04184259,0.007048894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002406217,"about_ca_system_score_gemma":0.002648941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003002234,"about_ca_topic_score_gemma":0.003993714,"domain_scores_codex":[0.9980097,0.0005922732,0.0002896298,0.0003592548,0.0005359465,0.0002131614],"domain_scores_gemma":[0.9878131,0.006752269,0.0005965322,0.0004180241,0.003004462,0.001415548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000296541,0.000007114575,0.0001499491,0.00005722512,0.000009004616,0.0003323369,0.00004616147,0.0000186962,0.00004731388,0.0005549645,0.9959702,0.002777322],"study_design_scores_gemma":[0.00006203342,0.00004400817,0.001086282,0.0003108728,0.00003473371,0.002820636,0.0003968799,0.0001612256,0.000275124,0.00347247,0.9912584,0.00007721185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001408257,0.003615057,0.00005939242,0.9615341,0.03388923,0.000007022723,0.00005139416,0.00002431695,0.0006786564],"genre_scores_gemma":[0.001838952,0.002577173,0.0001399886,0.9539335,0.03862923,0.00002514506,0.00003663717,0.00002416196,0.002795205],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03084313,"threshold_uncertainty_score":0.02260232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1559260995912876,"score_gpt":0.493867085103123,"score_spread":0.3379409855118354,"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."}}