{"id":"W3163497768","doi":"10.1007/978-3-030-74611-7_38","title":"IEA 2021 Patient Safety Design Competition","year":2021,"lang":"en","type":"book-chapter","venue":"Lecture notes in networks and systems","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Foundation for Healthcare Improvement; CARE Canada; University of Toronto; Toronto Metropolitan University; Canadian Patient Safety Institute; Saskatchewan Health Quality Council","funders":"","keywords":"USable; Competition (biology); Work (physics); Engineering; Patient safety; Engineering ethics; Engineering management; Knowledge management; Psychology; Health care; Computer science; Political science; Mechanical engineering; Multimedia","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":[0.005012222,0.001322136,0.0008171285,0.0016282,0.001640242,0.005529335,0.002186577,0.005096079,0.2082062],"category_scores_gemma":[0.002911539,0.0007132714,0.001013921,0.0009967806,0.0007620346,0.001871926,0.002235342,0.003229961,0.09632007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004346611,"about_ca_system_score_gemma":0.005475918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006428209,"about_ca_topic_score_gemma":0.01535031,"domain_scores_codex":[0.9977649,0.0003166242,0.00004740496,0.0001856433,0.001408897,0.000276465],"domain_scores_gemma":[0.9979619,0.000330369,0.00005481385,0.0001397845,0.0009245287,0.0005885958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006489567,0.00006257441,0.00004661644,0.00007697649,0.000007046331,0.0000383741,0.00003132319,0.001203044,0.0009056448,0.01791566,0.9179187,0.06172917],"study_design_scores_gemma":[0.00001461447,0.00004889996,0.000148056,0.00005838304,0.000003051652,0.00003617446,0.00002031008,0.001082327,0.0004013127,0.004453998,0.9937233,0.000009533416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001365676,0.003233322,0.02489658,0.0132494,0.006415951,0.000253087,0.002739052,0.002064734,0.9457822],"genre_scores_gemma":[0.004120102,0.0008108251,0.004672769,0.002389685,0.000471683,0.00009940696,0.001927763,0.0006016525,0.9849061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2082062,"threshold_uncertainty_score":0.6965192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009295658245557597,"score_gpt":0.1775042864634134,"score_spread":0.1682086282178558,"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."}}