{"id":"W7154953918","doi":"10.2196/87232","title":"Quality of Life, Symptom Burden, and Associated Factors Among Lung Cancer Patients: A Cross-Sectional Study at Two Teaching Hospitals Across Sub-Saharan Africa (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Lung cancer; Quality (philosophy); Epidemiology; Cancer; Population; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006577565,0.0003044955,0.0006890653,0.0001061321,0.000334338,0.00008228086,0.0001605792,0.0001747525,0.0002418139],"category_scores_gemma":[0.0003282516,0.000275541,0.0002075346,0.0003522049,0.0001825818,0.0001835337,0.0002697069,0.0004573843,0.000001069127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001312321,"about_ca_system_score_gemma":0.0002624067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04569815,"about_ca_topic_score_gemma":0.04051183,"domain_scores_codex":[0.9972477,0.000209723,0.0007575978,0.0006727566,0.0006678718,0.0004443805],"domain_scores_gemma":[0.9983389,0.0002140112,0.0003964362,0.0003779326,0.0004794954,0.0001932409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004514278,0.0003247243,0.9836704,0.0002785621,0.0006685611,0.000001407584,0.01230001,0.00005777821,0.000453088,0.000006758309,0.0008338253,0.0009534283],"study_design_scores_gemma":[0.004250683,0.0001286984,0.992954,0.000297496,0.0000843874,8.406327e-8,0.001122897,0.00005030565,0.0002689227,0.000009202826,0.000577596,0.0002557866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934192,0.002501287,0.000006919439,0.00008191254,0.00103482,0.001683287,0.0005521581,0.0000994939,0.0006208704],"genre_scores_gemma":[0.9969223,0.0001245655,0.000001147291,0.0000926479,0.0001835092,0.0008088548,0.00004668907,0.00003320304,0.001787129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01117711,"threshold_uncertainty_score":0.9999697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901955354305816,"score_gpt":0.376221659638509,"score_spread":0.3572021060954508,"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."}}