{"id":"W4380319984","doi":"10.1136/bmjopen-2022-066734","title":"Analysing COVID-19 treatment outcomes in dedicated wards at a large university hospital in northern Poland: a result-based observational study","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Context (archaeology); Case fatality rate; Coronavirus disease 2019 (COVID-19); Emergency medicine; Mechanical ventilation; Pandemic; Intensive care unit; Quarter (Canadian coin); Epidemiology; Pediatrics; Intensive care medicine; Disease; Internal medicine; Infectious disease (medical specialty)","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":[0.001575594,0.0003824601,0.0006794578,0.00150971,0.0006122593,0.001190587,0.0005950553,0.0005341358,0.001686789],"category_scores_gemma":[0.004016784,0.0004795879,0.0005742526,0.00172439,0.0007612406,0.0009100239,0.001576706,0.0006662786,0.0002979573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001497273,"about_ca_system_score_gemma":0.00197032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01040819,"about_ca_topic_score_gemma":0.01295758,"domain_scores_codex":[0.9981334,0.0004709268,0.0003770269,0.0003509325,0.0002824547,0.0003852323],"domain_scores_gemma":[0.9963639,0.0004806031,0.001900885,0.0002197927,0.0003279299,0.0007068707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001850337,0.0001467653,0.9960234,0.0001290378,0.00005672556,0.0003937431,0.0009455743,0.00005556513,0.0002425134,0.00002223649,0.0001991345,0.001600158],"study_design_scores_gemma":[0.00002311472,0.0004443323,0.9948256,0.00006581662,0.00003391175,0.0005292931,0.003584489,0.0001246101,0.00007404522,0.00001502813,0.0002658799,0.0000139106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993793,0.0001007349,0.00006587318,0.00002433893,0.00000213724,0.00004069258,0.0002572643,0.000001886579,0.000127775],"genre_scores_gemma":[0.9991134,0.0001291121,0.0001419453,0.0000455571,0.000008290339,0.00006846742,0.0004173462,0.000002529508,0.00007322863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01040819,"threshold_uncertainty_score":0.02069521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3050111670362061,"score_gpt":0.5452475959806049,"score_spread":0.2402364289443988,"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."}}