{"id":"W4401091561","doi":"10.54194/ouqu6069","title":"Exploring the Ethics of Paediatric Surgical Prioritization in Canada: A Survey of Existing Institutional Guidance","year":2024,"lang":"en","type":"article","venue":"Canadian Health Policy","topic":"Ethics and Legal Issues in Pediatric Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Prioritization; Medicine; Process management; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003245157,0.00009568173,0.0002947077,0.0004647671,0.0001336651,0.000007476878,0.0001090134,0.0001015559,0.000008733278],"category_scores_gemma":[0.004390857,0.00008170566,0.00003092085,0.001966588,0.0000930384,0.00005886171,0.00001872138,0.001054263,0.000001090368],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003191617,"about_ca_system_score_gemma":0.1748146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.99988,"about_ca_topic_score_gemma":0.9996721,"domain_scores_codex":[0.9978693,0.0004061009,0.0006961177,0.0001845972,0.0004074552,0.0004364503],"domain_scores_gemma":[0.9974407,0.001416052,0.00009551003,0.0002000691,0.0003394949,0.000508173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005210525,0.00003356774,0.5057697,0.01361556,0.00004053246,0.0006148492,0.01716362,0.0007871491,0.00000166657,0.3856526,0.003382238,0.07288633],"study_design_scores_gemma":[0.000296103,0.0000839622,0.9122955,0.001090517,0.000008420301,0.00005174834,0.0002830745,0.001139156,0.000005287247,0.000199465,0.08442711,0.0001197199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7226835,0.04741748,0.00004067523,0.221252,0.001795041,0.001053484,0.001270279,0.00003073783,0.004456777],"genre_scores_gemma":[0.9936698,0.003377278,0.00007825665,0.00209431,0.0006425239,0.00001547354,0.00006558222,0.00001419542,0.00004256027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4065257,"threshold_uncertainty_score":0.8345968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3630851711129638,"score_gpt":0.457495385541117,"score_spread":0.09441021442815312,"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."}}