{"id":"W6982357712","doi":"","title":"Impact of accreditation level in hospital system on quality of care and financial performance","year":2023,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Surface Chemistry and Catalysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Nucleofection; TSG101; Gestational period; Hyporeflexia; Hemopericardium; Protein isoform; Fusible alloy; Diafiltration","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":[0.00007675306,0.0001267539,0.0003448447,0.0001472459,0.00002660126,0.000002494056,0.0001189978,0.0001883174,0.000001259494],"category_scores_gemma":[0.00002378169,0.0001674814,0.0001188054,0.0002256024,0.0000256264,0.0000898525,0.00001463651,0.0001281532,0.000002189212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001764762,"about_ca_system_score_gemma":0.00005409176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001299509,"about_ca_topic_score_gemma":0.02494478,"domain_scores_codex":[0.9994664,0.00001373277,0.0001253448,0.0001296316,0.000172937,0.00009198631],"domain_scores_gemma":[0.9995236,0.00004325458,0.000159746,0.0001426118,0.0001069842,0.00002379303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002052141,0.0002905425,0.7389426,0.07594074,0.0008506211,0.00004331275,0.05261938,0.06666093,0.04748626,0.00007398153,0.001539454,0.0135001],"study_design_scores_gemma":[0.000318182,0.0001369671,0.9203004,0.0005291372,0.00004299813,1.125637e-7,0.07135358,0.0003380612,0.006850335,8.506069e-7,0.000001818711,0.0001275163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986978,0.00009569737,0.000006769269,0.000001821118,0.0001470218,0.00009220099,0.0002110476,0.00003183848,0.000715761],"genre_scores_gemma":[0.9993425,0.00009725027,0.0000352406,5.155852e-8,0.00001287515,3.014752e-7,0.0004444489,0.00001204764,0.00005527691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1813579,"threshold_uncertainty_score":0.9928474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434261828107986,"score_gpt":0.2201511422596917,"score_spread":0.2058085239786118,"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."}}