{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006438481,0.0001877283,0.0003951535,0.0002998422,0.00006650933,0.00002094543,0.00003595826,0.00020854,0.00005109038],"category_scores_gemma":[0.00007029573,0.0001705751,0.0001078019,0.0002898056,0.00002021477,0.00004174014,0.00005062699,0.0004953998,8.279526e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003541734,"about_ca_system_score_gemma":0.0002704973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.017682,"about_ca_topic_score_gemma":0.02478093,"domain_scores_codex":[0.9986048,0.00002676805,0.0005349975,0.0003405537,0.0002626315,0.0002302301],"domain_scores_gemma":[0.9993651,0.00004758809,0.0001598776,0.0002323286,0.0001360498,0.00005907507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002275648,0.0002992578,0.6796747,0.006970309,0.001256622,0.0002023534,0.06030144,0.0007520731,0.0001611731,0.001546257,0.1867026,0.06190566],"study_design_scores_gemma":[0.002844101,0.001927578,0.08635931,0.007387569,0.002132193,0.00002057281,0.009180545,0.0002174548,0.00112878,0.005181616,0.8823914,0.001228882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8561463,0.0004880922,0.0004582446,0.1375227,0.001733223,0.002761723,0.0007670919,0.00004054282,0.00008205062],"genre_scores_gemma":[0.9413037,0.00001765946,0.001230714,0.05469,0.0002070757,0.001650106,0.0007376678,0.00004597991,0.0001170596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6956888,"threshold_uncertainty_score":0.9930143,"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."}}