{"id":"W2948207733","doi":"","title":"Effect of a handover tool on resident and staff attitudes toward patient handover in a general paediatrics inpatient unit.","year":2018,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Unit (ring theory); Handover; Medicine; Medical emergency; Nursing; Pediatrics; Psychology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0008198257,0.0001673511,0.0008114426,0.000596967,0.00009099291,0.00001073581,0.0001904835,0.00008270226,0.0001255306],"category_scores_gemma":[0.0002073512,0.0001055786,0.0003540279,0.000691592,0.0002230625,0.00009609976,0.0001231739,0.0002299257,0.00000193199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001922128,"about_ca_system_score_gemma":0.000131977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001806419,"about_ca_topic_score_gemma":0.001679356,"domain_scores_codex":[0.9983382,0.000296786,0.0004745151,0.0001395482,0.0005734793,0.0001774877],"domain_scores_gemma":[0.9983727,0.0003781461,0.0005992326,0.000238777,0.0002830418,0.0001280813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0243483,0.0005895277,0.9569883,0.0001832936,0.002638575,0.000194728,0.005610549,0.002092873,0.001274367,0.0001038931,0.0004434249,0.005532138],"study_design_scores_gemma":[0.01853187,0.02271435,0.9392574,0.0003740616,0.008709703,0.00005389616,0.001700176,0.006936946,0.0006066588,0.0001103755,0.0006797866,0.0003247976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998642,0.0001141806,0.0003476334,0.000247247,0.000220267,0.0002112039,0.00001466565,0.000003597856,0.0001992368],"genre_scores_gemma":[0.9989606,0.0004073036,0.0001447671,0.00003167197,0.0001788975,6.608928e-8,0.000005300038,0.000007433191,0.0002639613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02212483,"threshold_uncertainty_score":0.4305371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007323379281222739,"score_gpt":0.2497645863362376,"score_spread":0.2424412070550149,"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."}}