{"id":"W4411049876","doi":"10.1002/pon.70199","title":"Intellectual and Developmental Disabilities and Cancer Symptom Severity: A Matched Retrospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St.Amant; Research Manitoba; University of Manitoba; Queen's University; Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cancer; Odds ratio; Depression (economics); Anxiety; Retrospective cohort study; Logistic regression; Psychological intervention; Hospital Anxiety and Depression Scale; Internal medicine; Physical therapy; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005856107,0.0002240235,0.0007538985,0.0001876341,0.000156458,0.00003996014,0.0001066652,0.0001788621,0.004423206],"category_scores_gemma":[0.002180792,0.0001912675,0.00005141523,0.0004219948,0.0008542154,0.00008044463,0.0002223143,0.0004471467,0.0001153893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023009,"about_ca_system_score_gemma":0.0004809086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005814279,"about_ca_topic_score_gemma":0.0004057915,"domain_scores_codex":[0.9980952,0.0001984574,0.0003774736,0.0006748532,0.000272217,0.0003818597],"domain_scores_gemma":[0.9985492,0.000839115,0.00002715317,0.000238998,0.0001665647,0.0001790065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008735871,0.001072543,0.9212779,0.00009175776,0.0005294128,0.000003087345,0.0485347,2.735519e-8,0.0005147468,0.00005734359,0.01430199,0.01274285],"study_design_scores_gemma":[0.002403724,0.002308621,0.8652093,0.00007545156,0.0001557076,0.0001437135,0.1079982,0.00005400038,0.0002365386,0.0008633859,0.02034986,0.0002015744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294243,0.0005135878,0.00002441512,0.002086213,0.0002399568,0.001607136,0.00001417651,0.00006011024,0.06603014],"genre_scores_gemma":[0.9895135,0.0008121685,0.0001409419,0.0005418823,0.00005227545,0.0004640493,0.000007900692,0.00001732229,0.00844995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06008924,"threshold_uncertainty_score":0.9964869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03509356987128054,"score_gpt":0.3902404608123389,"score_spread":0.3551468909410583,"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."}}