{"id":"W4293000937","doi":"10.54097/hset.v8i.1219","title":"The Combination Therapy in Breast Cancer Treatment","year":2022,"lang":"en","type":"article","venue":"Highlights in Science Engineering and Technology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Breast cancer; Medicine; Oncology; Combination therapy; Internal medicine; Metastatic breast cancer; Chemotherapy; Cancer; Drug resistance; Drug; Pharmacology","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":[0.0004435666,0.0003976852,0.0006984873,0.0009451228,0.0003487101,0.0008790282,0.00058549,0.0005715109,0.006250137],"category_scores_gemma":[0.0005625461,0.0001295741,0.0006422902,0.0008742848,0.0002879526,0.0008528868,0.0006401736,0.001739601,0.001613223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006655723,"about_ca_system_score_gemma":0.0005224808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005209761,"about_ca_topic_score_gemma":0.0012289,"domain_scores_codex":[0.9996082,0.0001197262,0.00002772396,0.00006262538,0.0001355512,0.00004613286],"domain_scores_gemma":[0.9998488,0.00004528877,0.00002498516,0.00001199307,0.00004662685,0.00002219036],"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":[0.0004568764,0.0004090076,0.001296356,0.003933877,0.0002307924,0.0006997465,0.0001248346,0.001041802,0.01128549,0.009931504,0.04363135,0.9269584],"study_design_scores_gemma":[0.0002095532,0.001502013,0.002703033,0.0009447524,0.000369716,0.006089512,0.0001133783,0.001316701,0.01017043,0.006447403,0.9700854,0.00004806623],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01480451,0.9318637,0.008042993,0.005358062,0.002448795,0.000179847,0.0002990621,0.0001605099,0.03684258],"genre_scores_gemma":[0.1681427,0.7891179,0.0103819,0.004579834,0.002468901,0.0003794696,0.0008071713,0.00006453558,0.02405758],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006250137,"threshold_uncertainty_score":0.02090883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007560513292599189,"score_gpt":0.2545620940950164,"score_spread":0.2470015808024172,"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."}}