{"id":"W4389849156","doi":"10.1016/j.yjpso.2023.100112","title":"Advancing care coordination &amp; patient and family engagement in pediatric surgery through enhanced recovery after surgery® protocols","year":2023,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery Open","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Surgery; General surgery","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":[0.02548461,0.0005257505,0.0003786487,0.001391351,0.003186107,0.003561857,0.002207207,0.001579937,0.006229204],"category_scores_gemma":[0.04466703,0.0004272411,0.0009353978,0.0008478198,0.001850524,0.003500668,0.01274528,0.004506942,0.0009679488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005781622,"about_ca_system_score_gemma":0.04722631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005647636,"about_ca_topic_score_gemma":0.01807931,"domain_scores_codex":[0.9694754,0.02281652,0.001561785,0.0009416898,0.003191289,0.00201333],"domain_scores_gemma":[0.9671754,0.009385576,0.00462172,0.001726599,0.003245304,0.01384531],"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":[0.0001774701,0.003492627,0.03098169,0.002376343,0.0002020994,0.001678408,0.03174858,0.003057691,0.001029591,0.02937901,0.1061019,0.7897747],"study_design_scores_gemma":[0.001097563,0.004467921,0.13564,0.02300686,0.0002303328,0.005199154,0.04749406,0.008382871,0.004436205,0.06217893,0.7074574,0.0004088239],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.2508938,0.01201413,0.1111369,0.3496353,0.00344392,0.0102908,0.000616522,0.001700882,0.2602678],"genre_scores_gemma":[0.6813349,0.01423588,0.2550397,0.02071203,0.0009704332,0.01133194,0.0007224285,0.0002617513,0.01539091],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02548461,"threshold_uncertainty_score":0.1347771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04328358034857448,"score_gpt":0.3230265351617843,"score_spread":0.2797429548132098,"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."}}