{"id":"W6990302814","doi":"","title":"Development, implementation, and evaluation of a pilot workshop on clinical deterioration using an early warning score","year":2022,"lang":"en","type":"report","venue":"Memorial University Research Repository (Memorial University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Early warning score; Warning system; Acute care; Health care; Program evaluation; Warning signs; Patient safety; Patient experience; MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04761719,0.001053928,0.0008504947,0.0009061167,0.002920387,0.002359019,0.003276991,0.001682632,0.004817978],"category_scores_gemma":[0.05047107,0.0007602206,0.001369874,0.0004740667,0.001306821,0.001859665,0.004571574,0.002909222,0.0009383538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0034498,"about_ca_system_score_gemma":0.01349119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002255976,"about_ca_topic_score_gemma":0.004118855,"domain_scores_codex":[0.9809774,0.01387453,0.00104707,0.0007230261,0.00147507,0.00190293],"domain_scores_gemma":[0.9640003,0.0191933,0.001775071,0.001731759,0.00770321,0.005596513],"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":[0.004410252,0.07367225,0.0286307,0.01200491,0.0002464621,0.004436971,0.164511,0.005375001,0.01914764,0.002736431,0.02723026,0.6575981],"study_design_scores_gemma":[0.009000693,0.1952929,0.1873377,0.01684055,0.001019346,0.00183411,0.3222165,0.01831779,0.05585538,0.006246204,0.1847549,0.001284007],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8881893,0.0005494227,0.0322144,0.004123776,0.0008004314,0.05859545,0.0005219694,0.0007425023,0.01426259],"genre_scores_gemma":[0.7895482,0.001422588,0.1372908,0.00203757,0.0001732587,0.06227859,0.0006511896,0.0001223756,0.006475484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04761719,"threshold_uncertainty_score":0.2518268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3686443653385688,"score_gpt":0.4447967041692908,"score_spread":0.07615233883072198,"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."}}