{"id":"W3124285051","doi":"10.1186/s12969-021-00551-z","title":"Electronic forms for patient reported outcome measures (PROMs) are an effective, time-efficient, and cost-minimizing alternative to paper forms","year":2021,"lang":"en","type":"article","venue":"Pediatric Rheumatology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto; Hospital for Sick Children","funders":"Hospital for Sick Children","keywords":"Medicine; Patient-reported outcome; Intraclass correlation; Confidence interval; Quality of life (healthcare); Physical therapy; Equivalence (formal languages); Health care; Family medicine; Nursing; Internal medicine; Clinical psychology; Psychometrics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009625444,0.0003772088,0.001258969,0.0002807403,0.0001944338,0.00003938598,0.0001416703,0.0002114564,0.00005174748],"category_scores_gemma":[0.003019943,0.0003236232,0.0002038507,0.000451649,0.00007889422,0.0001523964,0.0001499602,0.0003494051,0.00002563736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002746644,"about_ca_system_score_gemma":0.000334118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002285252,"about_ca_topic_score_gemma":0.0004267663,"domain_scores_codex":[0.9963542,0.0001998453,0.00115272,0.0009374874,0.0004857884,0.0008699234],"domain_scores_gemma":[0.9971238,0.0007343367,0.0006216523,0.0005947823,0.0004943353,0.000431065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002098593,0.001415604,0.9457476,0.001504714,0.0008437884,0.0002035381,0.008659267,0.0002245305,0.0004654142,0.00223208,0.00269566,0.03390926],"study_design_scores_gemma":[0.05047793,0.01979159,0.8225585,0.0009885698,0.003908103,0.01107601,0.01383579,0.008094594,0.01117648,0.008446726,0.04411099,0.005534689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888539,0.00223103,0.003245161,0.002078862,0.0003814665,0.002744851,0.00004167341,0.0001520387,0.0002709998],"genre_scores_gemma":[0.99602,0.0003825492,0.001030895,0.001476244,0.0001234637,0.000714996,0.00009799348,0.00007462608,0.00007925925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.123189,"threshold_uncertainty_score":0.9999216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02639709691191313,"score_gpt":0.3159676633565518,"score_spread":0.2895705664446387,"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."}}