{"id":"W1890285479","doi":"10.1002/pon.3386","title":"Does the use of the revised Psychosocial Assessment Tool (PATrev) result in improved quality of life and reduced psychosocial risk in Canadian families with a child newly diagnosed with cancer?","year":2013,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Children's Hospital of Eastern Ontario; Pediatric Oncology Group; University of Toronto; Children's Hospital of Western Ontario; University Health Network; Hospital for Sick Children","funders":"Pediatric Oncology Group of Ontario","keywords":"Psychosocial; Anxiety; Medicine; Distress; Quality of life (healthcare); Psychological intervention; Pediatric cancer; Clinical psychology; Psychiatry; Cancer; Internal medicine","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":[0.001620366,0.0003695774,0.001301842,0.000230797,0.0001742379,0.00003475379,0.0003780823,0.0003213473,0.0000853573],"category_scores_gemma":[0.000900196,0.0001857486,0.000136395,0.0008830205,0.0008014995,0.0001733493,0.00004932784,0.0009842115,9.38511e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006714134,"about_ca_system_score_gemma":0.003222095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8426672,"about_ca_topic_score_gemma":0.9552547,"domain_scores_codex":[0.99518,0.001593058,0.001377991,0.0006627102,0.0005406791,0.000645523],"domain_scores_gemma":[0.9962538,0.001060866,0.001176047,0.0009026213,0.0002890102,0.0003175972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0035016,0.0006926369,0.9445835,0.0002502067,0.0003220352,0.000004034463,0.03161446,0.00001948838,0.0007237779,0.0001019602,0.00293983,0.01524649],"study_design_scores_gemma":[0.01290604,0.0008950923,0.9682655,0.0005754865,0.0001051639,0.0000040172,0.01043475,0.00004896685,0.00004012274,0.0001060756,0.006347644,0.0002711361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9324991,0.0002779338,0.000008526101,0.06228238,0.0006165436,0.003275742,0.0002133917,0.00001927048,0.0008071249],"genre_scores_gemma":[0.9920006,0.001491339,0.001055736,0.004303354,0.0003999169,0.0006525064,0.00001275755,0.00004521412,0.00003851267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1125875,"threshold_uncertainty_score":0.7574607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02969238445239811,"score_gpt":0.3492512587289474,"score_spread":0.3195588742765493,"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."}}