{"id":"W3205389994","doi":"10.1186/s41687-021-00374-2","title":"Selection of patient-reported outcome measures (PROMs) for use in health systems","year":2021,"lang":"en","type":"article","venue":"Journal of Patient-Reported Outcomes","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Prom; Patient-reported outcome; Standardization; Scope (computer science); Context (archaeology); Health care; Computer science; Medicine; Nursing; Quality of life (healthcare); Geography","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002434536,0.0004430075,0.001989166,0.001025769,0.0004880635,0.00002847237,0.0001865608,0.0004378919,0.0001072153],"category_scores_gemma":[0.008365943,0.0003794476,0.0005361115,0.001053207,0.00005802495,0.0007019856,0.00008875244,0.001291569,0.000005571419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001603133,"about_ca_system_score_gemma":0.002911616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002719884,"about_ca_topic_score_gemma":0.001558411,"domain_scores_codex":[0.9850812,0.001913726,0.009936701,0.0005167046,0.001604357,0.0009473446],"domain_scores_gemma":[0.9788515,0.001864113,0.01357711,0.0006335111,0.004596876,0.000476898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003501398,0.0002813094,0.9903408,0.001330934,0.0003866295,0.0001053286,0.002577925,0.0008692024,0.0002652732,0.0001416744,0.001320021,0.002030791],"study_design_scores_gemma":[0.004780788,0.001223504,0.9754741,0.001753726,0.0001507189,0.000278752,0.008233492,0.000318713,0.0004444254,0.0001664672,0.006773626,0.0004016963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866008,0.0005535162,0.001102712,0.000939087,0.008007403,0.002588498,0.00007719384,0.0000679517,0.00006280283],"genre_scores_gemma":[0.9952484,0.00009635364,0.003146208,0.0007342084,0.0001471075,0.0001839875,0.00004990738,0.00008330823,0.0003105433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01486668,"threshold_uncertainty_score":0.999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1692455518757095,"score_gpt":0.4383452754367631,"score_spread":0.2690997235610536,"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."}}