{"id":"W4404319460","doi":"10.1001/jama.2024.19585","title":"Symptom Screening Linked to Care Pathways for Pediatric Patients With Cancer","year":2024,"lang":"en","type":"letter","venue":"JAMA","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Cancer Institute; Canadian Institutes of Health Research","keywords":"Medicine; Psychological intervention; Randomized controlled trial; Pediatric cancer; Physical therapy; Quality of life (healthcare); Cancer; Intervention (counseling); MEDLINE; Health care; Pediatrics; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001403206,0.0002724573,0.0004657997,0.0002625796,0.0004186035,0.0004837677,0.0004103397,0.0004673358,0.003240581],"category_scores_gemma":[0.004910725,0.0001791108,0.0006864265,0.0005502173,0.0002455029,0.0004576188,0.0005326762,0.0007388094,0.0001066276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008737847,"about_ca_system_score_gemma":0.00297005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003136965,"about_ca_topic_score_gemma":0.008077668,"domain_scores_codex":[0.9987659,0.00071292,0.0001060451,0.0001231332,0.0001498747,0.0001420139],"domain_scores_gemma":[0.9976302,0.0005669323,0.001056094,0.00005332855,0.0001244424,0.0005690559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08186185,0.01571261,0.4999213,0.005222288,0.001782754,0.0001730994,0.0004972525,0.001975281,0.001973181,0.0002591847,0.005636138,0.3849851],"study_design_scores_gemma":[0.08227028,0.1190112,0.7829223,0.001779343,0.00207495,0.0005665452,0.0008359688,0.002215397,0.001895308,0.0002525489,0.006125824,0.00005030682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9936614,0.003247227,0.0001812269,0.0006043505,0.00007414508,0.0008917389,0.0003212445,0.00002421455,0.0009943641],"genre_scores_gemma":[0.9954406,0.001476599,0.001192602,0.0001922295,0.0000743873,0.001120291,0.0003485792,0.00000251196,0.0001521529],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003240581,"threshold_uncertainty_score":0.01084083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02713340012617967,"score_gpt":0.2920938995091434,"score_spread":0.2649604993829638,"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."}}