{"id":"W2166317024","doi":"10.1200/jco.2010.29.5071","title":"Human Epidermal Growth Factor Receptor 2 Testing: Where Are We?","year":2010,"lang":"en","type":"letter","venue":"Journal of Clinical Oncology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Clinical Research Institute","funders":"","keywords":"Medicine; Epidermal growth factor receptor; Human Epidermal Growth Factor Receptor 2; Cancer research; Epidermal growth factor; Receptor; Oncology; Internal medicine; Cancer; Breast 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":[0.007476701,0.0009693788,0.001822648,0.003083443,0.0021098,0.006933846,0.002694338,0.01059595,0.004467413],"category_scores_gemma":[0.02641467,0.0009750006,0.0007442899,0.002377736,0.002754562,0.00989796,0.001245996,0.01530768,0.003011444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002585095,"about_ca_system_score_gemma":0.003259604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003594603,"about_ca_topic_score_gemma":0.01063928,"domain_scores_codex":[0.9957933,0.001049658,0.0009220447,0.0004064911,0.001571445,0.0002570427],"domain_scores_gemma":[0.975568,0.009748898,0.002052028,0.0005995852,0.009296818,0.002734703],"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":[0.00009177395,0.00006213889,0.003405328,0.0003923138,0.00004169357,0.0007732786,0.00007549385,0.00007889686,0.0002342325,0.001231976,0.8450511,0.1485618],"study_design_scores_gemma":[0.0000835311,0.0001031464,0.006962681,0.002284213,0.000147367,0.003867714,0.0008158365,0.0005927827,0.0003205738,0.005517494,0.9792132,0.00009153123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001047986,0.08804448,0.001275486,0.7059441,0.1984808,0.00003872421,0.0001526502,0.0001703678,0.004845364],"genre_scores_gemma":[0.01172475,0.1819424,0.002360802,0.2581085,0.5402822,0.00005928221,0.0003513526,0.0001432526,0.005027463],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01059595,"threshold_uncertainty_score":0.03954107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4126582807576916,"score_gpt":0.5553228378694964,"score_spread":0.1426645571118049,"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."}}