{"id":"W4367302435","doi":"10.1007/s12630-023-02475-6","title":"Ethical considerations and a practical framework for priority setting during an epidural equipment shortage","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"","keywords":"Economic shortage; Business","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":[0.1796969,0.001451814,0.001972805,0.003728008,0.01660034,0.02730025,0.00691683,0.05722291,0.006422085],"category_scores_gemma":[0.2997595,0.00177813,0.00229112,0.002144897,0.03386855,0.01349872,0.01384219,0.05239261,0.001258364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01637571,"about_ca_system_score_gemma":0.08814216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01430495,"about_ca_topic_score_gemma":0.02075448,"domain_scores_codex":[0.8009498,0.1508675,0.01370474,0.006094539,0.0180564,0.01032703],"domain_scores_gemma":[0.6962515,0.2189291,0.01340647,0.008792801,0.03413606,0.02848406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007272264,0.0002806435,0.001489966,0.0002378198,0.00006934129,0.00186872,0.007733556,0.003383701,0.0002740789,0.9026682,0.0607378,0.02118348],"study_design_scores_gemma":[0.0002852733,0.0001525254,0.0009955944,0.002322108,0.00004508891,0.001299428,0.01332948,0.006295988,0.0002357231,0.9065264,0.06826144,0.0002509148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004442293,0.001687282,0.0699964,0.8847354,0.00377909,0.0007360713,0.00006245512,0.00007184222,0.03448922],"genre_scores_gemma":[0.4474303,0.002252023,0.3124253,0.2136265,0.008223025,0.004107093,0.0001221149,0.000129899,0.01168364],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1796969,"threshold_uncertainty_score":0.9503394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1878051061098956,"score_gpt":0.4023066875191899,"score_spread":0.2145015814092943,"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."}}