{"id":"W1932286144","doi":"10.1111/his.12723","title":"Impact of the 2013 <scp>A</scp>merican <scp>S</scp>ociety of <scp>C</scp>linical <scp>O</scp>ncology/<scp>C</scp>ollege of <scp>A</scp>merican <scp>P</scp>athologists guideline recommendations for human epidermal growth factor receptor 2 (<scp>HER</scp>2) testing of invasive breast carcinoma: a focus on tumours assessed as ‘equivocal’ for <scp>HER</scp>2 gene amplification by fluorescence <i>in‐situ</i> hybridization","year":2015,"lang":"en","type":"article","venue":"Histopathology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Breast cancer; Internal medicine; Human Epidermal Growth Factor Receptor 2; Pathological; Oncology; 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":[0.00781397,0.0001806152,0.000238147,0.001066247,0.0004580735,0.001654903,0.0007437447,0.0006671924,0.001555491],"category_scores_gemma":[0.01965619,0.0002381976,0.0002513816,0.001383536,0.000649866,0.0005248889,0.001035586,0.0007172044,0.0002573294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004169268,"about_ca_system_score_gemma":0.007620911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08051539,"about_ca_topic_score_gemma":0.1343599,"domain_scores_codex":[0.9921292,0.001564963,0.001408595,0.0006687518,0.00366973,0.0005587923],"domain_scores_gemma":[0.9793183,0.004690212,0.003863111,0.0007929236,0.01043944,0.0008960784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002544904,0.0001896185,0.8042099,0.0006019437,0.0001125818,0.0009695358,0.00064988,0.001052545,0.004044037,0.001087494,0.04118549,0.1456425],"study_design_scores_gemma":[0.0000224536,0.0002199804,0.9117443,0.0006315623,0.0001560024,0.001792233,0.001507617,0.0008921958,0.003844761,0.0001570063,0.07899966,0.00003226658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9004696,0.01857498,0.002050749,0.0327413,0.001065948,0.0003075936,0.006098494,0.00008827655,0.03860307],"genre_scores_gemma":[0.9719965,0.009396411,0.003504079,0.008237072,0.0003856721,0.0001171057,0.003646772,0.00006253694,0.002653927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08051539,"threshold_uncertainty_score":0.1600935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07644435501988396,"score_gpt":0.3636447140051723,"score_spread":0.2872003589852884,"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."}}