{"id":"W6921643531","doi":"10.6084/m9.figshare.c.7503937","title":"High-cost users after sepsis: a population-based observational cohort study","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Ottawa; Trillium Health Centre; University of British Columbia; Western University; Institute for Clinical Evaluative Sciences; McMaster University; University of Toronto; University Health Network","funders":"","keywords":"Sepsis; Confidence interval; Cohort study; Propensity score matching; Observational study; Cohort; Health care; Relative risk","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001416647,0.0005396216,0.0007444613,0.001206463,0.001631118,0.001526023,0.001363643,0.0009422536,0.001803381],"category_scores_gemma":[0.003844008,0.00062594,0.001070377,0.003780007,0.0006196219,0.001075943,0.001143319,0.001441108,0.000344644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002909153,"about_ca_system_score_gemma":0.0034531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2469274,"about_ca_topic_score_gemma":0.2842354,"domain_scores_codex":[0.9982637,0.0002937556,0.0002099843,0.0004828426,0.0003751807,0.0003745556],"domain_scores_gemma":[0.9965891,0.0002694359,0.001423383,0.0003617169,0.0006582018,0.0006982614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007789263,0.00005248734,0.9987097,0.00001897238,0.0001741926,0.00006898568,0.0001279171,0.00002172071,0.00005206945,0.00003479324,0.0003502871,0.0003110062],"study_design_scores_gemma":[0.00004534997,0.00007852147,0.9982159,0.00003428926,0.0001439912,0.0001593553,0.0004950329,0.0003282347,0.00001700288,0.00005420527,0.0004133947,0.0000147667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959388,0.0003549146,0.0001641454,0.0001375533,0.00001730995,0.00006894712,0.002995092,0.000004434741,0.000318818],"genre_scores_gemma":[0.9974375,0.0001904201,0.0001371075,0.0001354628,0.00001978799,0.00005933293,0.001896835,0.000003576036,0.0001199423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2469274,"threshold_uncertainty_score":0.4909801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154832303120305,"score_gpt":0.4043265812347728,"score_spread":0.2888433509227423,"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."}}