{"id":"W2588631680","doi":"10.1097/ncq.0000000000000250","title":"Implementation of Interdisciplinary Rapid Rounds in Observation Units","year":2017,"lang":"en","type":"article","venue":"Journal of Nursing Care Quality","topic":"Innovations in Medical Education","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fields Institute for Research in Mathematical Sciences","funders":"","keywords":"Phone; Patient satisfaction; Psychological intervention; Patient discharge; Process (computing); Patient care; MEDLINE; Psychology; Nursing; Medical emergency; Medical education; Operations management; Process management; Medicine; Business; Computer science; Engineering","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":[0.001266258,0.00006411745,0.0002467725,0.0002150766,0.0001139644,0.00002124489,0.0001329529,0.00006618738,0.00003549311],"category_scores_gemma":[0.000780021,0.00005795575,0.00005201894,0.0001966198,0.0001103494,0.0003450452,0.0000214951,0.0002579768,4.384521e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006032738,"about_ca_system_score_gemma":0.0003647096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006457445,"about_ca_topic_score_gemma":0.0000255603,"domain_scores_codex":[0.9985049,0.00009481086,0.0008422973,0.00007437041,0.0003872316,0.00009633153],"domain_scores_gemma":[0.9972526,0.00003646414,0.00115795,0.0002673318,0.001252638,0.00003302674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002174012,0.0002957092,0.2936774,0.0002426811,0.00003119685,0.000006246737,0.02843907,0.00000454631,0.002447113,0.0009348318,0.002480146,0.6712237],"study_design_scores_gemma":[0.001211084,0.0003056584,0.9071742,0.001003474,0.00004676115,0.00002921165,0.08717488,0.00001680506,0.001984289,0.0008422786,0.0001648169,0.00004652443],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900231,0.000107075,0.0004678454,0.007180359,0.001414661,0.0001129613,0.000002153613,0.000003347746,0.0006885299],"genre_scores_gemma":[0.9967621,0.00001000753,0.002699452,0.0001086369,0.0003699416,0.000001276597,0.0000249308,0.000006803461,0.0000168276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6711771,"threshold_uncertainty_score":0.2363367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1701584782151283,"score_gpt":0.5492011680087243,"score_spread":0.379042689793596,"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."}}