{"id":"W3015415018","doi":"10.1002/cam4.3033","title":"Association between cancer‐specific adverse event triggers and mortality: A validation study","year":2020,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"National Cancer Institute; AARP Foundation","keywords":"Medicine; Prostate cancer; Colorectal cancer; Cancer; Internal medicine; Cohort; Oncology; Lung cancer; Adverse effect; Logistic regression; Retrospective cohort study; Odds ratio; Cohort study; Breast cancer; Multivariate analysis","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":[0.01367711,0.0006607629,0.0004244468,0.0008561698,0.0007248741,0.0008202806,0.00128747,0.000827876,0.001277574],"category_scores_gemma":[0.03360578,0.0004259187,0.001134705,0.001005473,0.001045318,0.0007770242,0.001180717,0.0009067705,0.0006591103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008091619,"about_ca_system_score_gemma":0.001956055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00353258,"about_ca_topic_score_gemma":0.003445441,"domain_scores_codex":[0.9940322,0.00339266,0.0005485194,0.0007720936,0.0009821574,0.0002724467],"domain_scores_gemma":[0.9609502,0.01376742,0.01111297,0.007310042,0.005699867,0.001159441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003706336,0.0003917834,0.9961513,0.00002829089,0.0001136813,0.00003306856,0.000153484,0.0001405832,0.0002254436,0.00004042336,0.0002445926,0.002106714],"study_design_scores_gemma":[0.0001901584,0.001265725,0.9954095,0.00003672006,0.0001138657,0.0002844555,0.0001585394,0.001195942,0.0004040534,0.00007599972,0.0008513599,0.00001363897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968119,0.0001122332,0.001201586,0.00005218381,0.00001244956,0.0003802666,0.0009076701,0.0000141603,0.0005075192],"genre_scores_gemma":[0.9947643,0.0001053821,0.001707443,0.0001114952,0.00003222333,0.0004512426,0.002666178,0.00001051403,0.0001510445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01367711,"threshold_uncertainty_score":0.07233232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2044200471990581,"score_gpt":0.4850616669035224,"score_spread":0.2806416197044643,"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."}}