{"id":"W2153430940","doi":"10.1503/cmaj.101530","title":"Waiting for children’s surgery in Canada: the Canadian Paediatric Surgical Wait Times project","year":2011,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Medicine; Anxiety; Paediatric surgery; General surgery; Cancer surgery; Waiting list; Pediatric surgery; Health care; Pediatrics; Surgery; Cancer; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002387744,0.0003708446,0.0002757851,0.001645234,0.002628674,0.001004191,0.001307221,0.000331747,0.001241579],"category_scores_gemma":[0.007041966,0.0002668315,0.0005885802,0.005447983,0.0006563472,0.000416647,0.001271556,0.0008290688,0.0001124307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06251841,"about_ca_system_score_gemma":0.1429509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951242,"about_ca_topic_score_gemma":0.9966899,"domain_scores_codex":[0.997126,0.0002031,0.0001722159,0.0002196135,0.001503571,0.0007754065],"domain_scores_gemma":[0.9913577,0.0005421558,0.001974187,0.0001469133,0.003637537,0.00234152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001021052,0.00005973693,0.9605724,0.0001506226,0.00005313624,0.0001033987,0.001841734,0.0006316687,0.00009355087,0.0005275563,0.01085551,0.02500847],"study_design_scores_gemma":[0.00001118,0.0000365243,0.9927845,0.00008949706,0.00002405161,0.00005573548,0.002401747,0.0006269114,0.0001072972,0.00005091016,0.003796583,0.00001497291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713902,0.002086861,0.0005893758,0.003390183,0.00005698093,0.0002371422,0.0163685,0.0000333795,0.005847361],"genre_scores_gemma":[0.9889537,0.001845271,0.001815535,0.0004450847,0.00002581208,0.0001776055,0.005680718,0.00001675113,0.001039473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06251841,"threshold_uncertainty_score":0.4536049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05052294546934998,"score_gpt":0.3189778012088891,"score_spread":0.2684548557395391,"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."}}