{"id":"W2793884481","doi":"10.1158/1538-7445.sabcs17-p6-13-04","title":"Abstract P6-13-04: IMPACt trial: MammaPrint and BluePrint molecular subtyping guide treatment decisions in breast cancer","year":2018,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Medicine; Breast cancer; Internal medicine; Stage (stratigraphy); Confidence interval; Oncology; Chemotherapy; Subtyping; Clinical trial; Cancer","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":[0.004012021,0.0009295639,0.001020342,0.0003861843,0.0004116748,0.001333368,0.001040396,0.0009277362,0.009558515],"category_scores_gemma":[0.007812003,0.0003174939,0.001086662,0.0007338581,0.0006625493,0.001190446,0.000662016,0.002887963,0.001232113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007520238,"about_ca_system_score_gemma":0.00123905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001092561,"about_ca_topic_score_gemma":0.001511241,"domain_scores_codex":[0.9982088,0.001237415,0.00007516156,0.0001894137,0.0001714693,0.0001176954],"domain_scores_gemma":[0.9938388,0.00295756,0.001463437,0.0005180616,0.0004069596,0.0008151897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.8321863,0.008812238,0.06856741,0.001143066,0.0026279,0.00006919947,0.0001098457,0.00173455,0.001499569,0.0003273757,0.008779116,0.07414338],"study_design_scores_gemma":[0.6266704,0.179761,0.1582578,0.0006334982,0.008904997,0.0002713164,0.0002409415,0.009415891,0.002932237,0.001519669,0.01128308,0.0001092166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9705631,0.005550613,0.001006273,0.002822794,0.0003948284,0.002894848,0.006074818,0.0001677457,0.01052485],"genre_scores_gemma":[0.9839604,0.001218474,0.002424749,0.001366166,0.00088408,0.001604203,0.005092662,0.00003126338,0.003417871],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009558515,"threshold_uncertainty_score":0.03197646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06642430066225631,"score_gpt":0.4407715144674177,"score_spread":0.3743472138051614,"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."}}