{"id":"W4310193558","doi":"10.1002/pbc.30088","title":"Psychological distress of adolescent and young adult childhood cancer survivors in a South African cohort","year":2022,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Cohort; Somatization; Anxiety; Depression (economics); Distress; Cronbach's alpha; Pediatrics; Demography; Internal medicine; Psychiatry; Clinical psychology; Psychometrics","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":[0.0004020975,0.0002650066,0.0002252868,0.0007688404,0.0007916469,0.0005665144,0.0002214156,0.0003245024,0.00161934],"category_scores_gemma":[0.001275514,0.0002607029,0.0002271027,0.0009138262,0.0003521364,0.0004593247,0.0006158518,0.0004986257,0.0001459726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003931252,"about_ca_system_score_gemma":0.0005725684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02489316,"about_ca_topic_score_gemma":0.02740602,"domain_scores_codex":[0.9998148,0.00004019947,0.00001625095,0.00002914717,0.00003401912,0.00006573148],"domain_scores_gemma":[0.9995253,0.00004255511,0.0002239506,0.00001846907,0.0000415122,0.0001482256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002271582,0.00001935567,0.9985178,0.000006375704,0.000006388425,0.0001540428,0.00053876,0.000007208274,0.0001454942,0.000007878562,0.00005510442,0.0005188305],"study_design_scores_gemma":[0.000002594549,0.00005718152,0.9980457,0.000009513808,0.000006539885,0.0003077373,0.001378693,0.00003009535,0.00002850833,0.000007412782,0.000124595,0.000001546642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997577,0.00003840011,0.000006616036,0.00002477447,0.00000122467,0.000004918323,0.0000983296,3.635251e-7,0.00006771146],"genre_scores_gemma":[0.9995987,0.0001104608,0.00002089382,0.00002271955,0.000002533939,0.00001083227,0.0001404992,5.656474e-7,0.00009300423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02489316,"threshold_uncertainty_score":0.04949653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01579076347393337,"score_gpt":0.2933280839994156,"score_spread":0.2775373205254822,"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."}}