{"id":"W4392650784","doi":"10.1111/pan.14872","title":"Pediatric anesthesia in North America","year":2024,"lang":"en","type":"review","venue":"Pediatric Anesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Accreditation; Workforce; Economic shortage; Perioperative; Specialty; Anesthesiology; Patient safety; Family medicine; Nursing; Medical emergency; Medical education; Anesthesia; Health care; Economic growth; Government (linguistics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005952933,0.0004988004,0.0006760702,0.002301785,0.0004058482,0.001261151,0.0005380677,0.0005936909,0.006543975],"category_scores_gemma":[0.001663741,0.0001800299,0.0004503248,0.003044999,0.0004845444,0.0007448501,0.000630814,0.001050907,0.001002765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001568694,"about_ca_system_score_gemma":0.006249377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02275456,"about_ca_topic_score_gemma":0.03354883,"domain_scores_codex":[0.9995188,0.00008654502,0.00008841455,0.00007641943,0.0001812124,0.00004869221],"domain_scores_gemma":[0.9991477,0.0002394847,0.0002556291,0.00001519735,0.0002781416,0.00006397361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006677643,0.00003096077,0.001345955,0.04323872,0.0001311244,0.0001869366,0.0002253264,0.0002189549,0.0003270517,0.003810199,0.05801371,0.8924043],"study_design_scores_gemma":[0.00002077526,0.000049372,0.00814074,0.0442183,0.0002936953,0.002080857,0.0002789049,0.00006307391,0.0001427737,0.001002958,0.943692,0.00001660262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001127416,0.997811,0.00003960604,0.0003433103,0.0001995185,0.000004689881,0.00002755479,0.000005714553,0.001455933],"genre_scores_gemma":[0.002472883,0.9964792,0.000115438,0.0003518671,0.000174124,0.000007289322,0.00005258332,0.000001611476,0.0003450531],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02275456,"threshold_uncertainty_score":0.04524422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02683150627607524,"score_gpt":0.3080728177324681,"score_spread":0.2812413114563929,"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."}}