{"id":"W3216241257","doi":"10.1002/pon.5857","title":"Pilot randomized psychosocial trial of a screening intervention in pediatric oncology","year":2021,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Centre Hospitalier Universitaire Sainte-Justine; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Psychosocial; Medicine; Anxiety; Randomized controlled trial; Distress; Intervention (counseling); Physical therapy; Clinical psychology; Psychiatry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004808094,0.0002617399,0.002262409,0.0004509523,0.00004982428,0.00001039955,0.0002039481,0.0003739964,0.0007969526],"category_scores_gemma":[0.002672282,0.0002683417,0.0007095277,0.000800334,0.0002367543,0.00008575495,0.00009169957,0.0007683308,0.00003996949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004182027,"about_ca_system_score_gemma":0.001030973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006536382,"about_ca_topic_score_gemma":0.002118897,"domain_scores_codex":[0.993411,0.00302082,0.001995989,0.0006297686,0.0004742748,0.0004681716],"domain_scores_gemma":[0.995962,0.002215496,0.0009014597,0.0004476037,0.0002682463,0.0002051799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9336315,0.007892332,0.003750904,0.0003133714,0.0003467631,0.0001594268,0.00882953,0.000003150431,0.000580054,0.0005106617,0.00536109,0.03862122],"study_design_scores_gemma":[0.9660707,0.007637358,0.005027935,0.0001847989,0.0004912862,0.0001049763,0.002704195,0.00003305427,0.0001914597,0.001490342,0.01582274,0.0002411174],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.932519,0.002539754,0.003257848,0.02155709,0.007226273,0.002384876,0.00001442237,0.00009137423,0.03040943],"genre_scores_gemma":[0.9857611,0.001461158,0.00641364,0.002037262,0.003463084,0.0003502137,0.0000717654,0.00004917272,0.000392587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05324218,"threshold_uncertainty_score":0.9999769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06078345165106561,"score_gpt":0.4164628117462496,"score_spread":0.3556793600951839,"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."}}