{"id":"W2469113094","doi":"10.1007/978-3-319-30346-8_9","title":"Safe Clinical Handover","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St Joseph's Health Centre","funders":"","keywords":"Handover; Diligence; Medicine; Process (computing); Acute care; Due diligence; Medical emergency; Computer science; Business; Psychology; Health care; Telecommunications; Political science","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":[0.001437246,0.0007581724,0.0004257101,0.0008089346,0.002186581,0.00452973,0.001007098,0.003050306,0.08041595],"category_scores_gemma":[0.005295009,0.0003255504,0.0003929808,0.0006006205,0.001698822,0.003287014,0.005677295,0.005409462,0.04121681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001678373,"about_ca_system_score_gemma":0.006717808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00225566,"about_ca_topic_score_gemma":0.00798231,"domain_scores_codex":[0.9987613,0.0003677923,0.00005172193,0.00009406593,0.0005545745,0.0001705876],"domain_scores_gemma":[0.9983563,0.000388911,0.00007982166,0.0001303696,0.0003793024,0.0006652937],"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":[0.00001007788,0.00004348945,0.000148026,0.00007762495,0.000002390823,0.0001844431,0.0005749349,0.0001898752,0.00009187632,0.04215625,0.7994422,0.1570788],"study_design_scores_gemma":[0.000003231216,0.000009952741,0.0002667851,0.0003274088,0.000001338724,0.0003396655,0.0005127608,0.00008092275,0.00004552968,0.02437113,0.9740338,0.000007438544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007255674,0.008157649,0.009469435,0.03592397,0.01385197,0.00006881957,0.0001217743,0.0003521355,0.9313287],"genre_scores_gemma":[0.009667549,0.009954982,0.00534205,0.01801862,0.004005227,0.00009428769,0.0002276269,0.000170847,0.9525188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08041595,"threshold_uncertainty_score":0.2690182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04696609015537184,"score_gpt":0.3484443972419674,"score_spread":0.3014783070865955,"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."}}