{"id":"W3002522541","doi":"10.1037/hea0000825","title":"Psychosocial screening and mental health in pediatric cancer: A randomized controlled trial.","year":2020,"lang":"en","type":"article","venue":"Health Psychology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Cancer Society Research Institute","keywords":"Psychosocial; Mental health; Randomized controlled trial; Medicine; Pediatric cancer; Cancer screening; Psychiatry; Clinical psychology; Psychology; Cancer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003859791,0.0002757867,0.003556394,0.0002358433,0.0001560974,0.00001276766,0.0001099721,0.0001647717,0.0001590967],"category_scores_gemma":[0.0005246819,0.0002477894,0.0002773719,0.0004622244,0.0001404234,0.00004922516,0.00003449118,0.0006244591,0.00001268443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001234698,"about_ca_system_score_gemma":0.0008435092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001092601,"about_ca_topic_score_gemma":0.0007267941,"domain_scores_codex":[0.9942777,0.002146438,0.001838303,0.0007032517,0.0003401531,0.0006941836],"domain_scores_gemma":[0.9976845,0.0004736889,0.0008082286,0.0002244774,0.00004010132,0.0007689908],"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":[0.9198158,0.0002760015,0.003918337,0.0003638606,0.0001065926,0.000004559276,0.007754132,5.415479e-7,0.000001388019,0.00008517916,0.06185264,0.005820982],"study_design_scores_gemma":[0.9754866,0.001718689,0.007429652,0.0001109627,0.00004071467,0.00001587767,0.0001783579,0.00009032376,1.137699e-7,0.00007637139,0.01469199,0.0001603388],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1309815,0.01957998,0.0004537506,0.8374661,0.001425069,0.009352929,0.00002812275,0.0001095807,0.0006029173],"genre_scores_gemma":[0.2832159,0.04746471,0.001952306,0.6622576,0.00381573,0.001095079,0.00005370616,0.00007138224,0.00007366894],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1752085,"threshold_uncertainty_score":0.9999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05766741173883545,"score_gpt":0.4412844534695973,"score_spread":0.3836170417307618,"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."}}