{"id":"W3021791518","doi":"10.1097/ccm.0000000000004376","title":"Fluid Accumulation in Critically Ill Children*","year":2020,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Stollery Children's Hospital","funders":"","keywords":"Medicine; Interquartile range; Odds ratio; Mechanical ventilation; Internal medicine; Confidence interval; Critically ill; Pediatrics","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":[0.0003702286,0.0003102512,0.000350207,0.001070624,0.0004511767,0.0006180138,0.0003643333,0.0003117726,0.0006487283],"category_scores_gemma":[0.002086029,0.0001970649,0.0002698021,0.001352602,0.0006205495,0.0004022188,0.0004568891,0.0005000839,0.00007947072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001928983,"about_ca_system_score_gemma":0.00294467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0755521,"about_ca_topic_score_gemma":0.08794137,"domain_scores_codex":[0.9996118,0.00004067655,0.00004410962,0.00005875102,0.0001265295,0.000118126],"domain_scores_gemma":[0.997865,0.0001878255,0.00145511,0.00003473568,0.0002012765,0.0002560795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003476873,0.000004666895,0.9987221,0.00002248326,0.000008219521,0.0001721325,0.00003486166,0.00005828428,0.00007789635,0.00001697627,0.00008565755,0.000761991],"study_design_scores_gemma":[0.000002902292,0.00003669385,0.9984666,0.00002832157,0.000007498596,0.0009703058,0.0001370077,0.00009943062,0.00005511137,0.00001694679,0.0001762394,0.000002989516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976645,0.001209372,0.0001077729,0.000113241,0.000009326514,0.0000136703,0.0004234751,0.000005411184,0.0004534184],"genre_scores_gemma":[0.9987751,0.0005011866,0.0001653096,0.00003761776,0.00001777452,0.000009016,0.0004263742,0.000002144676,0.00006566024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0755521,"threshold_uncertainty_score":0.1502247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05890753901289337,"score_gpt":0.3686341924472532,"score_spread":0.3097266534343598,"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."}}