{"id":"W2324445651","doi":"10.1097/pai.0000000000000136","title":"HER2 Genetic Heterogeneity in Gastric Cancer","year":2015,"lang":"en","type":"article","venue":"Applied immunohistochemistry & molecular morphology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Cancer; Immunohistochemistry; Internal medicine; Medicine; Pathology; Breast cancer; Stomach; Epithelium; Gastroenterology; Biology; Oncology","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":[0.0002879229,0.0001020509,0.000164065,0.001149667,0.0001913552,0.000320156,0.0001231353,0.0001801726,0.0005387921],"category_scores_gemma":[0.000745734,0.0001111258,0.0001089593,0.0006656633,0.00026552,0.0002612028,0.0002941032,0.0001055021,0.0001001025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002650521,"about_ca_system_score_gemma":0.00009112091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001033898,"about_ca_topic_score_gemma":0.001435609,"domain_scores_codex":[0.9997744,0.0000482204,0.00002279413,0.00004370582,0.00006747909,0.00004341262],"domain_scores_gemma":[0.9997525,0.00005893725,0.00008709971,0.00002246436,0.00004209915,0.00003692595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004156731,0.00001667364,0.9079928,0.00007257079,0.00004031369,0.004671642,0.0002755466,0.000375453,0.06355873,0.0002122447,0.0001965841,0.02217177],"study_design_scores_gemma":[0.000005138941,0.00006794839,0.9804186,0.000008281007,0.00002195953,0.01435992,0.0003425325,0.0005404637,0.003001307,0.0002509357,0.0009757728,0.000007139151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983614,0.0009375253,0.0001200154,0.00001951849,0.000001594709,0.000003775113,0.00002468018,0.000003323621,0.0005281977],"genre_scores_gemma":[0.9995902,0.0002408558,0.00007312919,0.000008055246,0.000004806853,0.000001671899,0.00003387591,0.000001193944,0.00004624498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001149667,"threshold_uncertainty_score":0.002055764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02983132454866535,"score_gpt":0.3491705898217282,"score_spread":0.3193392652730628,"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."}}