{"id":"W4234543627","doi":"10.21203/rs.2.22685/v2","title":"Long-term survival of elderly patients after intensive care unit admission for acute respiratory infection: a population-based, propensity-score matched cohort study.","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Propensity score matching; Medicine; Intensive care unit; Cohort; Cohort study; Emergency medicine; Term (time); Population; Respiratory system; Intensive care; Intensive care medicine; Pediatrics; Internal medicine; Environmental health","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":[0.001053092,0.0003456021,0.0004752258,0.0007860306,0.0006585515,0.0009746677,0.0005000112,0.0009229419,0.001667096],"category_scores_gemma":[0.002888655,0.0004368166,0.0007709331,0.001456455,0.0003316041,0.0008638597,0.0005702907,0.0007305622,0.0003821338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002979175,"about_ca_system_score_gemma":0.0004290823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005719129,"about_ca_topic_score_gemma":0.00443301,"domain_scores_codex":[0.9994619,0.000126899,0.00006548645,0.0001693984,0.00006725945,0.0001089138],"domain_scores_gemma":[0.998865,0.0001774454,0.0004213403,0.0002481928,0.0001136068,0.0001745515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001204939,0.0001373474,0.9962714,0.00001226608,0.0003128323,0.0001701735,0.00008828225,0.00008691488,0.0002976572,0.00004320427,0.0002743641,0.001100654],"study_design_scores_gemma":[0.0001098612,0.000344845,0.9980491,0.000008176344,0.000185451,0.0002658085,0.0002097731,0.0004289766,0.00005108743,0.00007884773,0.0002555515,0.00001249495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990201,0.0001239708,0.0001438083,0.0000210147,0.00001172331,0.0000120243,0.0004946543,0.000003318798,0.0001695072],"genre_scores_gemma":[0.9989863,0.00007228523,0.00006943175,0.00002264392,0.00001616013,0.00001471112,0.0006493132,0.00000225081,0.0001668303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005719129,"threshold_uncertainty_score":0.01137167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068807055441011,"score_gpt":0.4148847218995548,"score_spread":0.3080040163554537,"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."}}