{"id":"W4285050759","doi":"10.21037/pcm-22-21","title":"Introduction to Management of Triple Negative Breast Cancer","year":2022,"lang":"en","type":"article","venue":"Precision Cancer Medicine","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Triple-negative breast cancer; Cancer; Breast cancer; Medicine; Oncology; Internal medicine","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":[0.001491,0.0007589372,0.0007116578,0.0007136916,0.0004676963,0.001233487,0.0008791278,0.00201519,0.01323413],"category_scores_gemma":[0.00340973,0.0003013662,0.0007466581,0.0004771684,0.0007196578,0.001117796,0.001202274,0.004083345,0.003906916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008330374,"about_ca_system_score_gemma":0.001143588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001177051,"about_ca_topic_score_gemma":0.001482725,"domain_scores_codex":[0.9993813,0.000254382,0.00006596793,0.0001117017,0.0001437704,0.00004274213],"domain_scores_gemma":[0.9983387,0.000898404,0.0001466238,0.00007255182,0.0003424253,0.0002013302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004091827,0.0002727736,0.001934258,0.003195789,0.0001107757,0.0006846012,0.0001525836,0.0003414539,0.002130313,0.01304817,0.2504849,0.7272353],"study_design_scores_gemma":[0.0001182977,0.0004672671,0.005287437,0.003823889,0.00008636923,0.002592969,0.00008365502,0.0001718281,0.0006718201,0.01247844,0.9741726,0.00004556754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004129359,0.6533288,0.02340081,0.2482309,0.0279367,0.0004154836,0.001455553,0.0005853997,0.04051685],"genre_scores_gemma":[0.03249779,0.6649112,0.03560308,0.1636627,0.06479721,0.0008637602,0.001255564,0.0002219649,0.03618686],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01323413,"threshold_uncertainty_score":0.0442726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129126158190201,"score_gpt":0.3013720399521503,"score_spread":0.2900807783702483,"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."}}