{"id":"W4393338501","doi":"10.1016/j.jcrc.2024.154657","title":"Analysis of the factors that contributed to the passage of Rory's regulations using the 3I + E framework: Implications for future sepsis policy","year":2024,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Diverse Approaches in Healthcare and Education Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Sepsis; Surgery","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":[0.02210013,0.0003428895,0.0005866938,0.001618885,0.003849588,0.01142262,0.001879156,0.004976054,0.008996101],"category_scores_gemma":[0.04884661,0.000367552,0.001256945,0.00220765,0.005404803,0.005344141,0.002886551,0.006919837,0.0004522346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01248335,"about_ca_system_score_gemma":0.03635971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05476017,"about_ca_topic_score_gemma":0.08332484,"domain_scores_codex":[0.9821212,0.007693436,0.0008536727,0.0009662411,0.00276937,0.005596075],"domain_scores_gemma":[0.9505643,0.03431468,0.008073567,0.0009373395,0.004255238,0.001854867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007182619,0.0002295584,0.02187902,0.0001225247,0.00003964992,0.000527463,0.002795921,0.004527404,0.0003202656,0.9499432,0.005649325,0.01389393],"study_design_scores_gemma":[0.0001812117,0.0007797374,0.1851488,0.002220278,0.0003218068,0.0005901516,0.08293886,0.02724786,0.004041506,0.4811855,0.2147912,0.0005530776],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5139284,0.001343806,0.03170681,0.1525258,0.0006598781,0.0009812376,0.0009544208,0.000113722,0.2977859],"genre_scores_gemma":[0.9778235,0.0004797571,0.006108337,0.007131436,0.0001367531,0.0001763975,0.00008471351,0.00003757096,0.008021528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05476017,"threshold_uncertainty_score":0.116878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1580577195031309,"score_gpt":0.4727044727747103,"score_spread":0.3146467532715795,"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."}}