{"id":"W2948116664","doi":"10.1177/1078155219850299","title":"Adherence to human epidermal growth factor receptor-2 testing and adjuvant trastuzumab treatment guidelines in Ontario","year":2019,"lang":"en","type":"article","venue":"Journal of Oncology Pharmacy Practice","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Ontario Institute for Cancer Research; Public Health Ontario; Institute for Clinical Evaluative Sciences; Alberta Bone and Joint Health Institute; University of Calgary; Princess Margaret Cancer Centre; Health Sciences Centre; University Health Network; University of Toronto; Sunnybrook Health Science Centre; Hospital for Sick Children; Cancer Care Ontario; McMaster University; St. Joseph’s Healthcare Hamilton; Canadian Centre for Applied Research in Cancer Control","funders":"Ontario Institute for Cancer Research; Ontario Ministry of Health and Long-Term Care","keywords":"Trastuzumab; Medicine; Oncology; Internal medicine; Breast cancer; Cancer; Epidermal growth factor receptor; Immunohistochemistry; Gynecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007034678,0.0001784359,0.0002493635,0.0007291753,0.001365892,0.0008146989,0.0008216521,0.0002783195,0.001635759],"category_scores_gemma":[0.005183247,0.0003164209,0.0004069748,0.00235769,0.0005547915,0.0003182243,0.0008325331,0.000329439,0.0001046126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02184437,"about_ca_system_score_gemma":0.03031582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9832722,"about_ca_topic_score_gemma":0.9862109,"domain_scores_codex":[0.99837,0.0001519805,0.0001410911,0.0001968352,0.0006410908,0.0004990617],"domain_scores_gemma":[0.9942541,0.0004126908,0.002667959,0.0001483358,0.001544421,0.0009726036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004103654,0.0000181336,0.9955714,0.00002431476,0.00002287773,0.00008649746,0.0005608186,0.00008165832,0.0001043327,0.00005199759,0.0006443905,0.00279246],"study_design_scores_gemma":[0.000007107385,0.00001397862,0.9987417,0.00001485072,0.00000920257,0.00003795755,0.000318361,0.0001439085,0.00002521253,0.000009937236,0.0006738657,0.000003865279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947465,0.0004528392,0.00009396967,0.0006484074,0.00001190952,0.0000449246,0.001709177,0.000007284979,0.00228493],"genre_scores_gemma":[0.9983861,0.0002779495,0.00009139547,0.00009249169,0.000006954429,0.00002012989,0.0005974783,0.000002859937,0.0005246481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9832722,"threshold_uncertainty_score":0.1584927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3102202347603307,"score_gpt":0.5294626497073359,"score_spread":0.2192424149470052,"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."}}