{"id":"W2606590031","doi":"10.1136/bmjqs-2016-006382","title":"A single-centre hospital-wide handoff standardisation report: what is so special about that?","year":2017,"lang":"en","type":"letter","venue":"BMJ Quality & Safety","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Handover; Medical emergency; Nursing; Operations management; Telecommunications; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002015792,0.0008278332,0.001974743,0.0001598679,0.0007665962,0.0008424986,0.0004097524,0.001410253,0.002992871],"category_scores_gemma":[0.002841711,0.000668229,0.001183106,0.0001165991,0.0004133522,0.0006919812,0.0002733949,0.001803475,0.0003109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008221827,"about_ca_system_score_gemma":0.001542242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002328723,"about_ca_topic_score_gemma":0.00005480597,"domain_scores_codex":[0.9932138,0.0003169677,0.002228213,0.001270828,0.00207041,0.0008997787],"domain_scores_gemma":[0.9939336,0.0005465369,0.001963208,0.002614983,0.0005175599,0.0004240807],"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":[0.0003230255,0.0001918306,0.01568238,0.0006784935,0.0003299503,0.00570703,0.002300959,1.275261e-7,0.000007164686,0.00002754297,0.94793,0.0268215],"study_design_scores_gemma":[0.002382218,0.0002071726,0.03250374,0.002502569,0.0004178018,0.0001268811,0.0009987592,0.000001467361,0.0001628732,0.0004152439,0.959394,0.0008872327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008031529,0.001027647,0.000206654,0.9665732,0.006203116,0.002756764,0.0005825804,0.0001984245,0.01442012],"genre_scores_gemma":[0.01174042,0.001668158,0.000937327,0.7184158,0.06605073,0.00007638041,0.008102478,0.0003909482,0.1926178],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2481574,"threshold_uncertainty_score":0.9998862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04873860294526758,"score_gpt":0.3556459566648575,"score_spread":0.3069073537195899,"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."}}