{"id":"W4389830106","doi":"10.1002/9781119525127.ch4","title":"Patient Care, Risks, and Safety","year":2023,"lang":"en","type":"other","venue":"","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Sedation; Medicine; Endoscopy; Intensive care medicine; Medical emergency; Therapeutic endoscopy; General surgery; Health care; Patient safety; Upper gastrointestinal endoscopy; Esophagus; Clinical Practice; Surgery; Nursing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009680785,0.0003971076,0.0005661343,0.0006198712,0.00218183,0.004561719,0.000759929,0.002942888,0.01857895],"category_scores_gemma":[0.04430552,0.000212562,0.0004778561,0.0005051307,0.001697399,0.002125688,0.002678259,0.005020859,0.007941118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002491028,"about_ca_system_score_gemma":0.0078216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001977411,"about_ca_topic_score_gemma":0.00237376,"domain_scores_codex":[0.9889671,0.004805372,0.0006211684,0.000550312,0.004351173,0.0007049326],"domain_scores_gemma":[0.9822065,0.005573359,0.001764844,0.0009651152,0.005400234,0.004090023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000161007,0.0002366668,0.007145865,0.0009288194,0.00008212643,0.0008169858,0.002027817,0.0005125101,0.0005145592,0.04034008,0.3424134,0.6048203],"study_design_scores_gemma":[0.0000485668,0.0003530815,0.006975125,0.003334263,0.00003629695,0.003609918,0.001959859,0.0003251037,0.0004477343,0.03364266,0.9492103,0.00005713242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01622019,0.06774739,0.01793726,0.3706143,0.006318643,0.0004792922,0.0008526456,0.0007492105,0.5190811],"genre_scores_gemma":[0.4424485,0.1243947,0.03905136,0.2203852,0.01797958,0.001519628,0.001765696,0.0007361514,0.1517192],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9814211,"threshold_uncertainty_score":0.06215274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02040980460689781,"score_gpt":0.2893836900248005,"score_spread":0.2689738854179027,"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."}}