{"id":"W3046257387","doi":"10.1016/j.clon.2020.07.013","title":"Effectiveness of Trastuzumab in Routine Clinical Practice: A Population-based Study of Patients with HER-2-positive Oesophageal, Gastroesophageal and Gastric Cancer","year":2020,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"Queen's University","keywords":"Medicine; Trastuzumab; Internal medicine; Cancer; Population; Cohort; Clinical trial; Oncology; Gastroenterology; Breast cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009888433,0.000351669,0.0007764664,0.0006510144,0.0005472682,0.001318829,0.0004335706,0.001201417,0.001189785],"category_scores_gemma":[0.007276956,0.0004008496,0.0007137536,0.001402378,0.0006045555,0.001123199,0.0006304766,0.0009633046,0.0002298742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006534393,"about_ca_system_score_gemma":0.0005063499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004180775,"about_ca_topic_score_gemma":0.004812181,"domain_scores_codex":[0.9980001,0.0008244397,0.0002151931,0.0004699194,0.0002827134,0.0002076169],"domain_scores_gemma":[0.9966453,0.001147649,0.001250292,0.0002008269,0.0002512665,0.0005046228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007551527,0.0003118502,0.9965442,0.00001569312,0.0001912439,0.00009817248,0.0001556824,0.00005240501,0.0001633608,0.00001410992,0.00007731777,0.001620784],"study_design_scores_gemma":[0.00009618403,0.00102887,0.9975497,0.000006510816,0.0001315303,0.0002846511,0.0003732481,0.0003161718,0.00003816171,0.00003201327,0.0001327455,0.00001019191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993136,0.0002811014,0.00002388968,0.00006048289,0.00000421737,0.000006595198,0.00008838173,0.000001858447,0.0002200477],"genre_scores_gemma":[0.9996067,0.0001067448,0.00002547598,0.00006074031,0.00001276048,0.000005352862,0.000116086,0.000001211598,0.00006490262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004180775,"threshold_uncertainty_score":0.008312881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07581011858358351,"score_gpt":0.4877480440275629,"score_spread":0.4119379254439794,"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."}}