{"id":"W2587378627","doi":"10.1051/ject/201648204","title":"Technology Use and Patient Safety: At the Intersection of Change","year":2016,"lang":"en","type":"letter","venue":"Journal of ExtraCorporeal Technology","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Intersection (aeronautics); Patient safety; Computer science; Medicine; Transport engineering; Engineering; Political science; Health care","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":[0.01102062,0.0004261569,0.0008680769,0.0007939057,0.007945305,0.01115612,0.001741702,0.05902949,0.01020474],"category_scores_gemma":[0.04537071,0.0005405729,0.0009403743,0.0008622914,0.01515666,0.01375891,0.006341249,0.04856584,0.002570033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007849722,"about_ca_system_score_gemma":0.01640992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01406169,"about_ca_topic_score_gemma":0.02414553,"domain_scores_codex":[0.9825619,0.008165705,0.001204077,0.001171591,0.004988266,0.001908356],"domain_scores_gemma":[0.9576191,0.02841797,0.002974543,0.000922186,0.004302235,0.005763926],"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":[0.0001914537,0.0002921555,0.009115914,0.0002506413,0.00005420435,0.005377172,0.01091951,0.000229881,0.0004656251,0.1007229,0.7844293,0.0879513],"study_design_scores_gemma":[0.0001324515,0.0001681978,0.004531563,0.001200253,0.00003609312,0.004473328,0.01916716,0.0008960082,0.0003414169,0.1243808,0.8445326,0.0001402225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006904374,0.0007426721,0.00006440287,0.9949291,0.001186968,0.000001657493,0.000003612007,0.000002822999,0.002378281],"genre_scores_gemma":[0.04505791,0.003112919,0.0004325288,0.9241276,0.0220748,0.00002663412,0.000009689183,0.00001582904,0.005141958],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05902949,"threshold_uncertainty_score":0.05828327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1768840588471547,"score_gpt":0.4023538171648945,"score_spread":0.2254697583177398,"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."}}