{"id":"W35225693","doi":"10.1128/jcm.02229-21","title":"Nursing Peer Review: Raising the Bar on Quality & Safety/A Hospital's Innovative Process for Improving Patient Outcomes","year":2013,"lang":"en","type":"article","venue":"ANA 7th Annual Nursing Quality Conference ™","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Raising (metalworking); Quality (philosophy); Process (computing); Nursing; Patient safety; Medicine; Bar (unit); Health care; Computer science; Engineering; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007662592,0.0005124842,0.001106138,0.00009480693,0.001914255,0.0001015795,0.0006107962,0.0003535485,0.0008450617],"category_scores_gemma":[0.04056752,0.0003421533,0.0002008699,0.0005236411,0.0006919059,0.0009608816,0.00006705915,0.001604752,0.0002571719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004631984,"about_ca_system_score_gemma":0.001029767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001631045,"about_ca_topic_score_gemma":0.00002886417,"domain_scores_codex":[0.9911236,0.002794141,0.002324146,0.0008758837,0.001631506,0.001250685],"domain_scores_gemma":[0.9801489,0.007603112,0.001814661,0.001234182,0.008746974,0.0004521493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005269612,0.001886318,0.01587435,0.005308134,0.0001307928,0.000001751749,0.1920568,0.000004450756,0.00008240405,0.0931059,0.1318183,0.5592037],"study_design_scores_gemma":[0.003496292,0.002557596,0.2559128,0.03376251,0.0003266596,0.000001850974,0.5178363,0.0003612162,0.0002122816,0.07955334,0.103631,0.002348224],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3841695,0.0006346376,0.00588705,0.5874272,0.002147791,0.007309017,0.000296919,0.000286718,0.01184119],"genre_scores_gemma":[0.974654,0.00006749031,0.0003667228,0.02254396,0.0002784943,0.0005689391,0.0001686542,0.00004539739,0.001306387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5904844,"threshold_uncertainty_score":0.999903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.147154790442479,"score_gpt":0.522025243786801,"score_spread":0.374870453344322,"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."}}