{"id":"W3177111270","doi":"10.1002/pon.5757","title":"Screening for distress and needs: Findings from a multinational validation of the Adolescent and Young Adult Psycho‐Oncology Screening Tool with newly diagnosed patients","year":2021,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Princess Margaret Cancer Centre","funders":"Kids With Cancer Society; C17 Children's Cancer and Blood Disorders; Teenage Cancer Trust","keywords":"Medicine; Psychosocial; Hospital Anxiety and Depression Scale; Distress; Young adult; Anxiety; Internal medicine; Clinical psychology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003705901,0.0002388377,0.0005946648,0.0001138886,0.0001842789,0.00002821241,0.0001349324,0.0002420261,0.0000459738],"category_scores_gemma":[0.0007552993,0.0001955281,0.00009999889,0.0002829931,0.0002421732,0.0001279276,0.0001001984,0.0003162525,7.559855e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001408111,"about_ca_system_score_gemma":0.0002038891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004339583,"about_ca_topic_score_gemma":0.0007033185,"domain_scores_codex":[0.997851,0.0002799384,0.0006223106,0.0005252273,0.000412157,0.000309396],"domain_scores_gemma":[0.9976603,0.0009072251,0.0004430952,0.000319483,0.0005194627,0.0001504427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002606404,0.00107467,0.9140322,0.0002014583,0.000275644,0.000009198076,0.01705244,0.00001589589,0.001091383,0.0001511271,0.001543652,0.06194599],"study_design_scores_gemma":[0.02459827,0.001258371,0.9559972,0.0009684332,0.0003125862,0.0000476762,0.01000172,0.0004459556,0.002056209,0.0001426268,0.003904356,0.0002666351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975142,0.0003064964,0.01446752,0.007890651,0.0005789678,0.001087968,0.0002793194,0.00002989187,0.0002172098],"genre_scores_gemma":[0.9668169,0.0001192095,0.02963089,0.002480403,0.0003105599,0.0001478737,0.0004075535,0.00003727626,0.0000493451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06167936,"threshold_uncertainty_score":0.7973405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03039174381424067,"score_gpt":0.3292723819041651,"score_spread":0.2988806380899245,"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."}}