{"id":"W2117274017","doi":"10.3747/co.2007.131","title":"Updated Recommendations from the Canadian National Consensus Meeting on HER2/neu Testing in Breast Cancer","year":2007,"lang":"en","type":"article","venue":"Current Oncology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Mount Sinai Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; HER2/neu; Breast cancer; Clinical Oncology; Family medicine; Test (biology); Medical physics; Gynecology; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01915932,0.001640461,0.002041094,0.007733705,0.002878261,0.002801837,0.008316592,0.006122688,0.008837137],"category_scores_gemma":[0.04043128,0.0008999505,0.003094306,0.007367513,0.001627755,0.001721852,0.001838883,0.00807297,0.004474544],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0298422,"about_ca_system_score_gemma":0.1060029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.641113,"about_ca_topic_score_gemma":0.7345992,"domain_scores_codex":[0.9871559,0.003241601,0.002060446,0.0003500682,0.006263026,0.0009289106],"domain_scores_gemma":[0.9480926,0.003597349,0.001464144,0.0003302646,0.04353733,0.002978272],"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":[0.00004257358,0.00005581987,0.001022604,0.001061001,0.00003518957,0.0002374222,0.0002368753,0.0003314305,0.00009668947,0.001218922,0.9209552,0.07470631],"study_design_scores_gemma":[0.0002356185,0.00005037461,0.009925416,0.008422073,0.0003086399,0.0006089312,0.0007290879,0.0004628932,0.000215859,0.00290699,0.975992,0.0001422069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003047037,0.2452008,0.01325659,0.5639066,0.05276735,0.006144952,0.02559783,0.0006724268,0.08940648],"genre_scores_gemma":[0.0366465,0.3624582,0.2128271,0.2023192,0.01083785,0.01350837,0.06948397,0.0004500904,0.09146878],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9701578,"threshold_uncertainty_score":0.722001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3046895607523,"score_gpt":0.5141459403054996,"score_spread":0.2094563795531996,"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."}}