{"id":"W2149887564","doi":"10.1186/cc1510","title":"Pro/con clinical debate: do colloids have advantages over crystalloids in paediatric sepsis?","year":2002,"lang":"en","type":"article","venue":"Critical Care","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Intensive care medicine; Sepsis; Intensive care; Critically ill; Clinical judgment; Critical illness; Scale (ratio); Quality (philosophy); Intravenous fluid; Severe sepsis; Surgery; Septic shock; Medical physics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001983404,0.0002077335,0.0004543431,0.0001356396,0.00006642509,0.00004653477,0.00009190438,0.0002554555,0.002024571],"category_scores_gemma":[0.001806271,0.0001744331,0.0002139298,0.0002942487,0.0002054493,0.0001224676,0.00005533843,0.0005644781,0.0002040355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000121954,"about_ca_system_score_gemma":0.00005703499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007873974,"about_ca_topic_score_gemma":0.000009590372,"domain_scores_codex":[0.9980545,0.0001150526,0.0005319303,0.0004710832,0.0003980508,0.0004293815],"domain_scores_gemma":[0.9986116,0.0004286262,0.00003188312,0.0003232897,0.0002275696,0.0003770542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000344165,0.0006810089,0.9577592,0.0008390914,0.00002525759,0.001307175,0.0003442379,0.000006789742,0.001668615,0.0009261109,0.02428974,0.01180863],"study_design_scores_gemma":[0.01580616,0.003646342,0.714698,0.001086409,0.000565753,0.0003189758,0.007819306,0.002625821,0.004444627,0.0005458035,0.2469776,0.00146531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540498,0.007994251,0.0001295904,0.00326457,0.0008520923,0.0005950755,0.00005706349,0.0001603902,0.03289721],"genre_scores_gemma":[0.9937679,0.0002919523,0.0002880071,0.00291485,0.0006437401,0.00004056392,0.00002832057,0.00003117897,0.001993514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2430612,"threshold_uncertainty_score":0.9988877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03934526700548366,"score_gpt":0.3680365694800715,"score_spread":0.3286913024745878,"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."}}