{"id":"W3203914237","doi":"10.1097/pq9.0000000000000474","title":"Cost Effectiveness and Impact in Quality of Care of a Pediatric Multidisciplinary Stone Clinic","year":2021,"lang":"en","type":"article","venue":"Pediatric Quality and Safety","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Multidisciplinary approach; Pediatrics; Internal medicine; Emergency 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":[0.002368179,0.00026115,0.0002331552,0.0007940381,0.0005034714,0.001490093,0.0007078582,0.0006981918,0.00310416],"category_scores_gemma":[0.01165621,0.0001732898,0.0009087134,0.0008901585,0.0005416018,0.0008243965,0.0013726,0.0006184626,0.0001271874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003914865,"about_ca_system_score_gemma":0.00267702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008411303,"about_ca_topic_score_gemma":0.009747756,"domain_scores_codex":[0.9939384,0.003262078,0.0003122161,0.0003814479,0.001315842,0.0007900074],"domain_scores_gemma":[0.9877417,0.002442258,0.005848286,0.0002278174,0.0008180918,0.002921793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007274691,0.0009328137,0.9413043,0.0001980213,0.0004209124,0.0003137468,0.0001535255,0.002166383,0.0002695517,0.0005447993,0.001929384,0.05103914],"study_design_scores_gemma":[0.0001673958,0.001908327,0.9912817,0.0001622515,0.0001584275,0.0009678887,0.0006678785,0.003050235,0.0002081817,0.0001496097,0.001258552,0.00001948531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917861,0.00192737,0.0003542271,0.002201376,0.00004748332,0.00006349687,0.0004040449,0.00001284149,0.003202976],"genre_scores_gemma":[0.9988172,0.0002770462,0.0004872859,0.0001577958,0.00004680905,0.00002192649,0.0001202884,0.000002285286,0.00006946312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008411303,"threshold_uncertainty_score":0.02840447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07367868443514423,"score_gpt":0.431221820748632,"score_spread":0.3575431363134877,"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."}}