{"id":"W7061930175","doi":"","title":"The role of networks in improving patient safety – a case study","year":2010,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Patient safety; MEDLINE; Patient care; Quality (philosophy); Health care; Event (particle physics); Component (thermodynamics); Identification (biology); System safety","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":[0.005424152,0.0003319289,0.0002103547,0.0009306574,0.00601378,0.002057634,0.001341099,0.003715188,0.006622682],"category_scores_gemma":[0.01518269,0.0003456612,0.0004202122,0.001168795,0.002589071,0.002712198,0.002306891,0.002015223,0.0005147838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003022922,"about_ca_system_score_gemma":0.002629626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01050706,"about_ca_topic_score_gemma":0.01868158,"domain_scores_codex":[0.9939779,0.00453859,0.0001234763,0.0001763625,0.0003996092,0.0007841022],"domain_scores_gemma":[0.9781649,0.0154261,0.00176126,0.0006227628,0.00112937,0.00289566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002499617,0.01417453,0.2971676,0.001397109,0.0002868228,0.1490066,0.2063354,0.01256881,0.00252411,0.05430454,0.03342161,0.2263133],"study_design_scores_gemma":[0.0006796437,0.008174763,0.1023172,0.001415924,0.0002847074,0.08932138,0.605158,0.02427436,0.003558194,0.01946041,0.1450725,0.000282853],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558638,0.0006333995,0.002445227,0.01081795,0.00009057525,0.0001821816,0.00007787586,0.00002443779,0.02986445],"genre_scores_gemma":[0.9937717,0.0006250528,0.001668987,0.0006296062,0.00004063793,0.00007028612,0.00002681856,0.00001118293,0.003155744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01050706,"threshold_uncertainty_score":0.02868605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00722494481548856,"score_gpt":0.2513444533909335,"score_spread":0.244119508575445,"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."}}