{"id":"W4403732678","doi":"10.3390/curroncol31110484","title":"Guidance for Canadian Breast Cancer Practice: National Consensus Recommendations for the Systemic Treatment of Patients with HER2+ Breast Cancer in Both the Early and Metastatic Setting","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Princess Margaret Cancer Centre; Ottawa Hospital; Juravinski Cancer Centre; McGill University Health Centre; Sunnybrook Health Science Centre; Saskatchewan Cancer Agency; Mount Sinai Hospital; Dr. H. Bliss Murphy Cancer Centre; Jewish General Hospital","funders":"Canadian Institutes of Health Research; Genentech; Astellas Pharma; Seagen; Ipsen; BeiGene; McGill University; Helsinn; Eisai; Purdue University; Gilead Sciences; Daiichi Sankyo Europe; Sanofi; Amgen; Pfizer; Celgene; Myriad Genetics; AstraZeneca; Eli Lilly and Company; University of Toronto; Genomic Health; GlaxoSmithKline","keywords":"Medicine; Breast cancer; Excellence; Metastatic breast cancer; Cancer; Family medicine; Oncology; Systemic therapy; Clinical trial; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.07434788,0.001642025,0.002036361,0.007714897,0.007800628,0.006509467,0.009169792,0.01475755,0.02021579],"category_scores_gemma":[0.1800976,0.00141061,0.00583493,0.007028981,0.004356173,0.004677509,0.006671433,0.01247171,0.008765037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06077887,"about_ca_system_score_gemma":0.3537998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6425058,"about_ca_topic_score_gemma":0.7496973,"domain_scores_codex":[0.9255704,0.03348545,0.00784061,0.001693326,0.02643105,0.004979232],"domain_scores_gemma":[0.7750365,0.03312458,0.008111981,0.003244087,0.1625291,0.01795374],"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":[0.0000448014,0.0001038842,0.0008687042,0.002517176,0.00004983413,0.0002532321,0.001707348,0.0005937736,0.0001995463,0.005483428,0.8993418,0.08883651],"study_design_scores_gemma":[0.0002613917,0.00005789378,0.003570573,0.01516389,0.000126583,0.0003382334,0.002654308,0.0007310211,0.0002551528,0.009165649,0.9674604,0.0002149446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002219428,0.02564603,0.02271064,0.7984004,0.01156285,0.01030445,0.006605709,0.0009619829,0.1215885],"genre_scores_gemma":[0.05850867,0.0656174,0.5238864,0.2223751,0.002789587,0.02715047,0.01992975,0.0008173591,0.07892523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3574942,"threshold_uncertainty_score":0.7191992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.124020790390795,"score_gpt":0.4870845920059111,"score_spread":0.3630638016151161,"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."}}