{"id":"W2952744834","doi":"","title":"Human Epidermal Growth Factor Receptor 2 Testing in Breast Cancer: American Society of Clinical Oncology/College of American Pathologists Clinical Practice Guideline Focused Update","year":2018,"lang":"en","type":"article","venue":"","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Clinical Oncology; Guideline; Medicine; Human Epidermal Growth Factor Receptor 2; Breast cancer; Oncology; Internal medicine; Clinical Practice; Cancer; Gynecology; Pathology; Family medicine","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":[0.003469649,0.0008307105,0.00100002,0.00274086,0.0004988059,0.001335667,0.002032684,0.002717969,0.005538444],"category_scores_gemma":[0.01528504,0.000339466,0.0012115,0.00279193,0.0005135782,0.001326603,0.001359464,0.003076431,0.005095062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445482,"about_ca_system_score_gemma":0.003994488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01303843,"about_ca_topic_score_gemma":0.03030092,"domain_scores_codex":[0.9965091,0.001137897,0.0007022823,0.0001706479,0.001285426,0.0001944908],"domain_scores_gemma":[0.9893415,0.00230733,0.001249403,0.0002502104,0.006296675,0.0005548641],"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":[0.00003876858,0.00005387302,0.001745209,0.001190213,0.00005282286,0.0001186992,0.00003756907,0.000190681,0.0002955067,0.0006015687,0.8419444,0.1537307],"study_design_scores_gemma":[0.0001751464,0.0001091621,0.01183976,0.01012634,0.0003160391,0.001831407,0.000163013,0.0005060221,0.0006271446,0.00200133,0.9722522,0.00005244026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.008475681,0.4588948,0.01183659,0.2915009,0.02908442,0.002928911,0.03229835,0.002052621,0.1629276],"genre_scores_gemma":[0.04812998,0.621957,0.04408538,0.184249,0.01735444,0.002592258,0.05367147,0.0004858649,0.02747472],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01303843,"threshold_uncertainty_score":0.02592504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2264416962045795,"score_gpt":0.548833630365114,"score_spread":0.3223919341605345,"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."}}