{"id":"W4399914715","doi":"10.1007/s40271-024-00703-9","title":"A Framework to Promote Implementation of Patient-Reported Outcomes in Institutions Caring for Vulnerable and Underserved Cancer Populations","year":2024,"lang":"en","type":"letter","venue":"Patient","topic":"Cancer survivorship and care","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"National Cancer Institute; Pfizer","keywords":"Cancer; Medicine; Health equity; Gerontology; Nursing; Family medicine; Psychology; Public health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.226257,0.001361285,0.002452928,0.002984975,0.02234982,0.03168142,0.01015013,0.06793938,0.008893259],"category_scores_gemma":[0.4297585,0.002253295,0.004151618,0.002055223,0.02219496,0.02287727,0.03718843,0.07837562,0.003245968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02693206,"about_ca_system_score_gemma":0.2244475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02902147,"about_ca_topic_score_gemma":0.05284449,"domain_scores_codex":[0.7291253,0.1704523,0.02481849,0.007923521,0.04489246,0.02278795],"domain_scores_gemma":[0.4302536,0.2933389,0.02732493,0.02204499,0.09106215,0.1359755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001325501,0.002083438,0.01710813,0.0006785752,0.0001896723,0.002757138,0.01842418,0.001529411,0.0006561208,0.08435588,0.7507997,0.1212853],"study_design_scores_gemma":[0.0006721413,0.00130074,0.03256796,0.009347845,0.000270842,0.002211008,0.04306969,0.005901955,0.001422356,0.1623975,0.7398734,0.0009644872],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.001141118,0.0002689653,0.003540318,0.9866839,0.002817296,0.0002242068,0.00001909,0.0001327043,0.005172346],"genre_scores_gemma":[0.04351176,0.0008624436,0.03995294,0.9008812,0.006051755,0.00257164,0.000108116,0.0001713721,0.005888646],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.226257,"threshold_uncertainty_score":0.9541629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09170166669977863,"score_gpt":0.3880713340534271,"score_spread":0.2963696673536485,"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."}}