{"id":"W4387207002","doi":"10.1016/j.ijrobp.2023.06.1120","title":"Engaging Ambulatory Cancer Patients to Develop and Validate a Comprehensive New Patient-Reported Outcomes Measure","year":2023,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Cronbach's alpha; Test (biology); Ambulatory; Construct validity; Reliability (semiconductor); Measure (data warehouse); CLARITY; Family medicine; Medical physics; Physical therapy; Psychometrics; Clinical psychology; Data mining; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.005571282,0.0003169801,0.0005371906,0.000657559,0.0008818162,0.001031761,0.0004949247,0.0007144467,0.002053882],"category_scores_gemma":[0.01603647,0.0001847832,0.0006826856,0.0005618717,0.0002822969,0.0008489107,0.001766571,0.00177707,0.0005027259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061319,"about_ca_system_score_gemma":0.002840583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002471814,"about_ca_topic_score_gemma":0.01182346,"domain_scores_codex":[0.9964222,0.001426181,0.000526825,0.0003206113,0.0008999644,0.0004042994],"domain_scores_gemma":[0.9882619,0.002968276,0.003013094,0.0006619419,0.003165592,0.001929274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002550844,0.003609679,0.8477758,0.0002097258,0.0002561177,0.0000800283,0.003109254,0.0005021741,0.001623045,0.0003778046,0.01157178,0.1306294],"study_design_scores_gemma":[0.00008787573,0.001840685,0.9808635,0.0001165593,0.0001165801,0.0001865766,0.002463527,0.001378154,0.001171208,0.0004063461,0.01131841,0.00005066571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820218,0.0002775577,0.00360329,0.002171246,0.0001221061,0.001371041,0.002023795,0.0001078589,0.008301299],"genre_scores_gemma":[0.9675503,0.0004241853,0.02231514,0.00123272,0.00008507525,0.002816876,0.003254537,0.00003468218,0.002286422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005571282,"threshold_uncertainty_score":0.02946407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04050489099414196,"score_gpt":0.35057359441052,"score_spread":0.310068703416378,"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."}}