{"id":"W2885851270","doi":"10.1097/shk.0000000000001243","title":"Part I: Minimum Quality Threshold in Preclinical Sepsis Studies (MQTiPSS) for Study Design and Humane Modeling Endpoints","year":2018,"lang":"en","type":"review","venue":"Shock","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Institute of General Medical Sciences; National Institutes of Health","keywords":"Sepsis; Medicine; Blinding; Septic shock; Intensive care medicine; Clinical trial; Clinical study design; Endpoint Determination; Internal medicine","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3379576,0.004156852,0.004928543,0.007401521,0.003602634,0.009058975,0.008703481,0.02093735,0.01358368],"category_scores_gemma":[0.4456405,0.003989398,0.009712195,0.005967155,0.006707713,0.005159393,0.007177894,0.01426405,0.01744376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00738109,"about_ca_system_score_gemma":0.02970583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00246044,"about_ca_topic_score_gemma":0.002730789,"domain_scores_codex":[0.6658,0.1743165,0.09563696,0.00803065,0.05171706,0.004498896],"domain_scores_gemma":[0.406372,0.2906713,0.08198413,0.05072543,0.1622846,0.007962516],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003928312,0.0009485972,0.008766539,0.05850274,0.001435321,0.0007305869,0.004492227,0.002688629,0.007240033,0.03840379,0.4406747,0.4321886],"study_design_scores_gemma":[0.002439198,0.003594283,0.03795981,0.0934902,0.002236233,0.001508798,0.001036171,0.004024055,0.01181232,0.0316599,0.8094114,0.0008276199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009537725,0.09215323,0.3987322,0.1215362,0.03439872,0.2357151,0.02145671,0.004856188,0.08161394],"genre_scores_gemma":[0.02960424,0.023996,0.6388267,0.03378919,0.006686337,0.248131,0.008907127,0.0007593829,0.009300051],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6620424,"threshold_uncertainty_score":0.8164162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8395421268594873,"score_gpt":0.610081113564286,"score_spread":0.2294610132952013,"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."}}