{"id":"W4283720540","doi":"10.3233/shti220734","title":"Do Health Technology Safety Issues Vary by Vendor?","year":2022,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Michael Smith Health Research BC","keywords":"Vendor; Health information technology; Informatics; Computer science; Health informatics; Patient safety; Data science; Software; Risk analysis (engineering); Health records; Work (physics); Health care; Medicine; Engineering; Business; Public health; Nursing; Marketing; Political science","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":[0.05425955,0.0002842305,0.0006178987,0.00512851,0.001167997,0.003804268,0.001793714,0.001743114,0.005303666],"category_scores_gemma":[0.2862019,0.0004688934,0.00132264,0.006465584,0.002014454,0.006196113,0.00285347,0.001679486,0.001049129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002339744,"about_ca_system_score_gemma":0.003149054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003905727,"about_ca_topic_score_gemma":0.004802682,"domain_scores_codex":[0.9393347,0.01981319,0.009877007,0.006392764,0.02231085,0.00227156],"domain_scores_gemma":[0.6037674,0.2372071,0.09177911,0.01740407,0.04336045,0.006481859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002011653,0.0001496324,0.8695987,0.0008176102,0.0005297118,0.0003031377,0.01097624,0.0002227121,0.0003918192,0.003029161,0.005924766,0.1078553],"study_design_scores_gemma":[0.000033317,0.0003894868,0.9548436,0.001549488,0.0002614369,0.00154054,0.02325619,0.0005658023,0.0005267768,0.005069499,0.01188115,0.00008274277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9168298,0.01937305,0.01203679,0.03201218,0.0007861457,0.0004402146,0.001666521,0.000194379,0.01666088],"genre_scores_gemma":[0.9894152,0.002417236,0.002665917,0.003857961,0.0001752478,0.000107801,0.0005212183,0.00007613446,0.0007631842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05425955,"threshold_uncertainty_score":0.2869554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07318384365191866,"score_gpt":0.4824473877418567,"score_spread":0.409263544089938,"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."}}