{"id":"W4245006810","doi":"10.3410/f.3349956.793506682","title":"Faculty Opinions recommendation of Lactate clearance vs central venous oxygen saturation as goals of early sepsis therapy: a randomized clinical trial.","year":2015,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Randomized controlled trial; Sepsis; Medicine; Oxygen saturation; Venous blood; Intensive care medicine; Internal medicine; Oxygen; Chemistry","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":[0.007734235,0.00159013,0.003076522,0.001555701,0.0007482059,0.003216922,0.004619472,0.003323412,0.1660645],"category_scores_gemma":[0.07409997,0.0009515319,0.004433144,0.002781302,0.000467451,0.002054173,0.001745173,0.002491675,0.03882657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002228013,"about_ca_system_score_gemma":0.007409495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007330141,"about_ca_topic_score_gemma":0.02013071,"domain_scores_codex":[0.994805,0.002227966,0.001128648,0.0008403097,0.0007346552,0.0002633808],"domain_scores_gemma":[0.9770077,0.009717777,0.004347498,0.003571587,0.003579457,0.001775966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.006258725,0.0001527082,0.00303486,0.006433561,0.001544192,0.00002142547,0.0000163467,0.0002899554,0.0001157797,0.0006635037,0.9703828,0.01108621],"study_design_scores_gemma":[0.1157619,0.0007475608,0.02449881,0.01064504,0.006043378,0.0001758328,0.00008123525,0.003098485,0.001057141,0.007308229,0.830384,0.0001983998],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007347959,0.000704402,0.0004230443,0.001497004,0.0002553856,0.001034272,0.9916918,0.0002559218,0.003403431],"genre_scores_gemma":[0.01142397,0.001202422,0.004588321,0.003207255,0.0004258853,0.01135145,0.9585086,0.0003223433,0.008969753],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1660645,"threshold_uncertainty_score":0.5555413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.126987104823067,"score_gpt":0.4486675051440933,"score_spread":0.3216804003210263,"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."}}