{"id":"W3205905817","doi":"10.1016/j.jpedsurg.2021.10.002","title":"Priority clinical conditions in pediatric ambulatory surgery","year":2021,"lang":"en","type":"letter","venue":"Journal of Pediatric Surgery","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Ambulatory; Prioritization; Health care; Ambulatory care; Comparative effectiveness research; Clinical Practice; Pediatric surgery; Pediatrics; Family medicine; Surgery; Alternative 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":[0.00395871,0.0004128597,0.00102329,0.001011256,0.003989765,0.005165285,0.00108324,0.03828719,0.008520998],"category_scores_gemma":[0.0253365,0.0006920004,0.0009348993,0.0009366964,0.002626688,0.002655316,0.00267104,0.02647811,0.001028416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0089839,"about_ca_system_score_gemma":0.0175465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03301684,"about_ca_topic_score_gemma":0.1014735,"domain_scores_codex":[0.9966252,0.000867299,0.000550826,0.0002438184,0.0005580744,0.00115491],"domain_scores_gemma":[0.9712452,0.01399316,0.002002871,0.0002734838,0.002668213,0.009817102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008093954,0.0001224198,0.01864498,0.0001578082,0.00002552758,0.01296764,0.0006090992,0.0008084122,0.0004132345,0.02862388,0.9195458,0.01800025],"study_design_scores_gemma":[0.0004054658,0.0003016827,0.09459898,0.002812244,0.00009673452,0.02225411,0.007216333,0.005899834,0.0008457426,0.05645462,0.8088788,0.0002354304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.004392887,0.001656567,0.0001410235,0.9819682,0.004878638,0.0000186128,0.00009170983,0.00001051341,0.006841878],"genre_scores_gemma":[0.09124894,0.004821049,0.00089998,0.8353296,0.05529385,0.00009387438,0.0001955106,0.00005378914,0.01206343],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03828719,"threshold_uncertainty_score":0.06564933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1322109962885596,"score_gpt":0.3258097390190393,"score_spread":0.1935987427304797,"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."}}