{"id":"W4394832264","doi":"10.1038/s41591-024-02909-8","title":"A framework for implementing patient-reported outcomes in clinical care: the PROTEUS-practice guide","year":2024,"lang":"en","type":"letter","venue":"Nature Medicine","topic":"Cancer survivorship and care","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Princess Margaret Cancer Centre","funders":"University of Texas MD Anderson Cancer Center; University of Leeds; National Institute for Health and Care Research; Department of Artificial Intelligence, Korea University; Queen's University; Johns Hopkins University; Pfizer; Cancer Research Institute","keywords":"Proteus; Clinical Practice; Medicine; Patient care; Intensive care medicine; Nursing; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2897953,0.004430898,0.005884792,0.007710218,0.01093506,0.02353975,0.01329007,0.03807186,0.009069292],"category_scores_gemma":[0.3145422,0.004632364,0.007945463,0.005299117,0.02685609,0.02054329,0.02849881,0.07581153,0.009667513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02497366,"about_ca_system_score_gemma":0.1321347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02723031,"about_ca_topic_score_gemma":0.05587896,"domain_scores_codex":[0.6700128,0.2342588,0.03982427,0.005644165,0.04397411,0.00628587],"domain_scores_gemma":[0.5570561,0.311381,0.01226457,0.01790705,0.07489123,0.02650001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001096319,0.0008471022,0.003151052,0.002362952,0.0002530948,0.0008787967,0.008228135,0.001850001,0.0004219725,0.2092204,0.552623,0.2200539],"study_design_scores_gemma":[0.0005238317,0.0007100052,0.005295033,0.01904678,0.0002589232,0.001538757,0.01048025,0.006185304,0.0008203606,0.3209998,0.6333573,0.0007835397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0005970247,0.003280717,0.1293189,0.8405315,0.00536148,0.002827771,0.0003342979,0.001673634,0.01607473],"genre_scores_gemma":[0.01163848,0.005781053,0.7691975,0.1869716,0.002541448,0.0140797,0.0005814161,0.0007865351,0.008422303],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2897953,"threshold_uncertainty_score":0.8758088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03924669910639939,"score_gpt":0.43618547013561,"score_spread":0.3969387710292106,"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."}}