{"id":"W2600223414","doi":"10.1200/jco.2012.30.15_suppl.4010","title":"Assessment of <i>HER2</i> gene amplification in adenocarcinomas of the stomach or gastroesophageal junction in the INT-0116/SWOG9008 clinical trial.","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Trastuzumab; Immunohistochemistry; Gastroenterology; Internal medicine; Fluorescence in situ hybridization; Cancer; Stomach; Gastroesophageal Junction; Adenocarcinoma; Oncology; Pathology; Breast cancer; Gene; Biology","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":[0.00234904,0.0006371642,0.0009076854,0.0002271558,0.000145982,0.0005145498,0.0004465403,0.0007500201,0.001442927],"category_scores_gemma":[0.0008594897,0.0002558183,0.0005599185,0.0002225228,0.0004161602,0.0003376809,0.0002154435,0.000971946,0.0002734368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006096698,"about_ca_system_score_gemma":0.000691618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004120445,"about_ca_topic_score_gemma":0.00146597,"domain_scores_codex":[0.9995208,0.0003047623,0.00002938358,0.00005372073,0.00004721059,0.0000440964],"domain_scores_gemma":[0.9994672,0.0001016459,0.0001829884,0.00002755345,0.0000279402,0.0001925689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7473881,0.0103667,0.08850104,0.001047213,0.001168887,0.0003899278,0.0001811908,0.001369499,0.06205449,0.0001832808,0.002153277,0.08519655],"study_design_scores_gemma":[0.2941146,0.513975,0.1676831,0.0001364155,0.001607965,0.001499148,0.0001189603,0.00265639,0.0125389,0.0003223156,0.005306663,0.00004064581],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971506,0.001340798,0.0001124237,0.0001717896,0.00002316741,0.0002893617,0.000183261,0.00001331608,0.0007153307],"genre_scores_gemma":[0.9967865,0.0007390742,0.0005562539,0.0002280805,0.00004635743,0.0003700134,0.0006952361,0.00000670699,0.0005717573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00234904,"threshold_uncertainty_score":0.01242304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2626046725639303,"score_gpt":0.524102490977539,"score_spread":0.2614978184136088,"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."}}