{"id":"W4399186320","doi":"10.1111/pan.14942","title":"Innovative change not as yet fully integrated in pediatric anesthesia","year":2024,"lang":"en","type":"review","venue":"Pediatric Anesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Anesthesia; 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":[],"consensus_categories":[],"category_scores_codex":[0.00147484,0.000663685,0.001056006,0.001789016,0.0003824448,0.001905786,0.0008352239,0.001787087,0.004997682],"category_scores_gemma":[0.003912786,0.0002614813,0.001135013,0.002015434,0.0007905351,0.002627514,0.0009948796,0.002433757,0.0007530869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101188,"about_ca_system_score_gemma":0.002884342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001626079,"about_ca_topic_score_gemma":0.002954061,"domain_scores_codex":[0.9990538,0.0002915079,0.0001550641,0.0001301355,0.0002964734,0.00007308437],"domain_scores_gemma":[0.9977931,0.001563204,0.0002466953,0.00006003529,0.0002764084,0.00006061716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006232604,0.00007863039,0.0002119264,0.07825443,0.0002357755,0.0001103185,0.0002327456,0.0002419754,0.0003930774,0.01341472,0.01774842,0.8890157],"study_design_scores_gemma":[0.00002859809,0.0001466018,0.001506497,0.05516246,0.0004328484,0.0009621069,0.0003369636,0.0001066875,0.0002910475,0.00522632,0.9357774,0.00002236943],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008904182,0.9982528,0.00008424194,0.0005902218,0.0002775157,0.000005643266,0.000009198277,0.000003299401,0.0006879668],"genre_scores_gemma":[0.001562846,0.9970248,0.0002767857,0.0006205551,0.0002052371,0.000010981,0.00001684177,0.0000015187,0.0002804664],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004997682,"threshold_uncertainty_score":0.01671886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06301019422557663,"score_gpt":0.3466287437381462,"score_spread":0.2836185495125696,"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."}}