{"id":"W4385637359","doi":"10.3390/children10081355","title":"“Making Data the Drug”: A Pragmatic Pilot Feasibility Randomized Crossover Trial of Data Visualization as an Intervention for Pediatric Chronic Pain","year":2023,"lang":"en","type":"article","venue":"Children","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"University of British Columbia; Canadian Child Health Clinician Scientist Program; BC Children's Hospital; U.S. Consumer Product Safety Commission","keywords":"Randomized controlled trial; Data collection; Intervention (counseling); Visualization; Physical therapy; Chronic pain; Medicine; Clinical trial; Crossover study; Psychology; Applied psychology; Computer science; Alternative medicine; Data mining; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009229663,0.002213771,0.002387896,0.0009436472,0.002019788,0.001679287,0.001799404,0.003507333,0.01264684],"category_scores_gemma":[0.01291956,0.001208733,0.001605056,0.0007372121,0.002385181,0.002818864,0.001391252,0.003775858,0.001340329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001288697,"about_ca_system_score_gemma":0.003708826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001657647,"about_ca_topic_score_gemma":0.002523009,"domain_scores_codex":[0.9948318,0.003594426,0.0003975966,0.0004812559,0.0003010174,0.0003938149],"domain_scores_gemma":[0.9933268,0.003615414,0.0008826067,0.0006475984,0.0004602143,0.001067382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8051245,0.1560591,0.0008301875,0.002736838,0.00109708,0.0001850853,0.0008372914,0.0004540709,0.002371643,0.001168575,0.001903067,0.02723254],"study_design_scores_gemma":[0.8006756,0.195666,0.001160849,0.0001102776,0.0002191558,0.00002233416,0.0001442095,0.0003079631,0.0002395313,0.0006752305,0.0007593204,0.00001950068],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.735036,0.001156896,0.005413732,0.001798468,0.00168638,0.2495921,0.001037906,0.0003428502,0.003935771],"genre_scores_gemma":[0.6387224,0.001056878,0.02417855,0.002349195,0.0008396566,0.3293327,0.0004123161,0.00004240132,0.003065818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01264684,"threshold_uncertainty_score":0.04881167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6611943043392237,"score_gpt":0.6923692874450954,"score_spread":0.03117498310587175,"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."}}