{"id":"W4224462497","doi":"10.1001/jamanetworkopen.2022.9085","title":"Patient, Caregiver, and Clinician Participation in Prioritization of Research Questions in Pediatric Hospital Medicine","year":2022,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Respiratory Research Network; University of Ottawa; University of Toronto; SickKids Foundation; Children's Hospital of Eastern Ontario; Institute for Clinical Evaluative Sciences; Hospital for Sick Children; Trillium Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Interim; General partnership; Delphi method; Medicine; Family medicine; Health care; Medical education; MEDLINE; Nursing; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0108217,0.00005100876,0.0001595313,0.0003362627,0.0003929605,0.0000570698,0.0004478794,0.00007284327,0.0001191481],"category_scores_gemma":[0.002060571,0.00005677043,0.00001118269,0.002830045,0.0002700301,0.0002972935,0.0006821435,0.0004929863,0.000001370748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002668451,"about_ca_system_score_gemma":0.0003041334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02235849,"about_ca_topic_score_gemma":0.01553853,"domain_scores_codex":[0.9956657,0.002500032,0.0004047494,0.0002398088,0.0008138759,0.0003758397],"domain_scores_gemma":[0.9984398,0.0009911101,0.0001180735,0.0001651375,0.000212012,0.00007390612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006217343,0.0001718259,0.9317464,0.00001383028,0.000001949677,0.00001713402,0.02676366,0.0006587229,0.000001233093,0.01451677,0.01054569,0.01550057],"study_design_scores_gemma":[0.0008863072,0.0007974009,0.9411758,0.0001480392,0.000005630046,2.966107e-7,0.02252944,0.0008638816,0.000001890951,0.02232353,0.01113836,0.0001294824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719139,0.000628615,0.00001627199,0.01095197,0.0002116695,0.001745272,0.000005511377,0.00001951674,0.01450721],"genre_scores_gemma":[0.997844,0.001108552,0.0001866951,0.00004164296,0.0002561652,0.0004141632,0.0000121267,0.00000829067,0.0001284124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02592999,"threshold_uncertainty_score":0.9841517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1416421869220256,"score_gpt":0.5218567594838314,"score_spread":0.3802145725618057,"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."}}