{"id":"W6977233090","doi":"10.6084/m9.figshare.c.5958781.v1","title":"Identifying clinical subtypes in sepsis-survivors with different one-year outcomes: a secondary latent class analysis of the FROG-ICU cohort","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Health, Education, and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Intensive care unit; Sepsis; Cohort; Hazard ratio; Latent class model; Cohort study; Clinical endpoint; Renal function; Renal replacement therapy","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":[0.002131036,0.0004047928,0.0004791145,0.001176967,0.0004663655,0.0007360524,0.0005665841,0.0004765243,0.001582265],"category_scores_gemma":[0.003521939,0.0001638956,0.001242608,0.0007288435,0.000391596,0.0003827547,0.001158486,0.0005967825,0.0002192407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003074923,"about_ca_system_score_gemma":0.0003404022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003971973,"about_ca_topic_score_gemma":0.002780757,"domain_scores_codex":[0.9992846,0.0003313209,0.00003589812,0.0001827869,0.00006060677,0.0001048936],"domain_scores_gemma":[0.9978696,0.0004512706,0.0006420884,0.000605003,0.0001797308,0.0002521827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005559974,0.0000678373,0.9962484,0.000008081713,0.0001685234,0.00004404144,0.00008277861,0.0002773803,0.0004987654,0.00005296492,0.000206649,0.001788551],"study_design_scores_gemma":[0.00003665584,0.0001920189,0.9945124,0.000008120831,0.00007219103,0.0001716093,0.0002050513,0.004259704,0.00012701,0.0001968988,0.0002068579,0.00001147772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989306,0.00002505231,0.0004252698,0.00001194148,0.000001882311,0.00001086765,0.0005366248,0.000004224027,0.00005350149],"genre_scores_gemma":[0.9984586,0.00001010678,0.0003169607,0.000007688602,0.000003304046,0.00001609331,0.001116691,0.000003851627,0.00006669154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003971973,"threshold_uncertainty_score":0.01127011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09946299258018165,"score_gpt":0.3749841706398691,"score_spread":0.2755211780596874,"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."}}