{"id":"W4200595020","doi":"10.1111/pan.14377","title":"Risk assessment and optimization strategies to reduce perioperative respiratory adverse events in pediatric anesthesia—Part 1 patient and surgical factors","year":2021,"lang":"en","type":"review","venue":"Pediatric Anesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Perioperative; Intensive care medicine; Adverse effect; Incidence (geometry); Risk assessment; Emergency medicine; Anesthesia; Internal 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":[0.0009892691,0.0006498441,0.0009586388,0.001747709,0.0002727505,0.000942185,0.0006216538,0.0006322748,0.003963693],"category_scores_gemma":[0.004205296,0.0001517839,0.001292365,0.0009721984,0.0002184311,0.0007935215,0.0005153244,0.001071674,0.0006836343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005304082,"about_ca_system_score_gemma":0.001737401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001832346,"about_ca_topic_score_gemma":0.003670344,"domain_scores_codex":[0.9994137,0.0001753945,0.0001337688,0.00006025249,0.0001818857,0.00003495647],"domain_scores_gemma":[0.9988101,0.0007259774,0.0001832027,0.00001859878,0.0002280389,0.000034097],"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":[0.00008531364,0.0001243234,0.003031298,0.03746311,0.0004234182,0.000179252,0.0001477682,0.0005427144,0.0004449967,0.002597263,0.01680102,0.9381595],"study_design_scores_gemma":[0.000122337,0.0007194697,0.02962944,0.1158168,0.003865475,0.004370671,0.0007053773,0.00140665,0.001385189,0.006573179,0.8353007,0.0001046704],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001077883,0.9945272,0.0008198532,0.001202423,0.0001850982,0.00005426511,0.0001410452,0.00002089943,0.001971354],"genre_scores_gemma":[0.008223762,0.9884608,0.001988482,0.0004563807,0.0001828058,0.00006577393,0.0001549102,0.000004885664,0.0004621535],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003963693,"threshold_uncertainty_score":0.01325983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03264668039729725,"score_gpt":0.3368261645554684,"score_spread":0.3041794841581711,"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."}}