{"id":"W2242287470","doi":"10.1309/ajcp95qbhqwggnjp","title":"Is “Polysomy” in Breast Carcinoma the “New Equivocal” in<i>HER2</i>Testing?","year":2015,"lang":"en","type":"editorial","venue":"American Journal of Clinical Pathology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Concordance; Guideline; Medicine; Polysomy; Medical physics; Breast cancer; MEDLINE; Test (biology); Oncology; Pathology; Internal medicine; Cancer; Fluorescence in situ hybridization","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":[0.01171604,0.0006230331,0.0009290543,0.003343685,0.001205786,0.002833575,0.001845756,0.002690802,0.001798766],"category_scores_gemma":[0.05456677,0.0004609041,0.0006551563,0.002748584,0.01032274,0.00516903,0.001996486,0.002468144,0.001053133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001355478,"about_ca_system_score_gemma":0.001610957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002757339,"about_ca_topic_score_gemma":0.004017339,"domain_scores_codex":[0.9932881,0.002080749,0.001343275,0.0009745354,0.001827965,0.0004853734],"domain_scores_gemma":[0.9710439,0.01364954,0.005051039,0.0022818,0.006765503,0.001208068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001714418,0.0001117507,0.5242268,0.002498482,0.0003455034,0.03351406,0.003542224,0.0007827066,0.00845054,0.02444581,0.05150196,0.3488657],"study_design_scores_gemma":[0.0001754757,0.001066988,0.3142387,0.00983709,0.00105117,0.3102023,0.01862535,0.005485706,0.01327055,0.1300104,0.1954291,0.0006071019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.4770187,0.1314178,0.03684617,0.286607,0.01838117,0.0002569233,0.001141517,0.000433473,0.04789716],"genre_scores_gemma":[0.9149636,0.02684291,0.01010511,0.0310953,0.01528071,0.00005301011,0.0004772753,0.0001399486,0.001042063],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01171604,"threshold_uncertainty_score":0.06196105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1207168534718153,"score_gpt":0.492529699416863,"score_spread":0.3718128459450476,"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."}}