{"id":"W3183334809","doi":"10.1186/s40814-021-00878-0","title":"Protocol for mapping psychosocial screening to resources in pediatric oncology: a pilot randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Centre Hospitalier Universitaire Sainte-Justine","funders":"Cundill Centre for Child and Youth Depression","keywords":"Psychosocial; Medicine; Randomized controlled trial; Mental health; Intervention (counseling); Distress; Protocol (science); Family medicine; Clinical trial; Psychiatry; Clinical psychology; Alternative medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03401388,0.005573269,0.0084141,0.00253581,0.003373976,0.003920009,0.003804503,0.007456016,0.07877086],"category_scores_gemma":[0.03979276,0.002766748,0.004792569,0.002698503,0.003643845,0.004276336,0.002315094,0.008842422,0.009748741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00455765,"about_ca_system_score_gemma":0.01464474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003076019,"about_ca_topic_score_gemma":0.004143569,"domain_scores_codex":[0.9719881,0.01842483,0.002831048,0.002013886,0.002545933,0.002196285],"domain_scores_gemma":[0.981304,0.007685375,0.003299189,0.002557503,0.003154617,0.001999289],"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":[0.9046341,0.02652276,0.0007517541,0.0159047,0.002556224,0.0002437588,0.0007025125,0.001198778,0.0009896759,0.003263264,0.01366383,0.02956862],"study_design_scores_gemma":[0.9692695,0.01993299,0.0006856,0.0009927291,0.0005394588,0.00002240633,0.0001212672,0.00066541,0.0002983223,0.001254492,0.006179758,0.00003797491],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004087252,0.0002221252,0.001211094,0.0002365548,0.0004734606,0.9920859,0.0008057423,0.0001347511,0.0007431112],"genre_scores_gemma":[0.002634389,0.00005641116,0.001594676,0.0001282324,0.00003418617,0.9951871,0.00005430086,0.000004214696,0.0003066038],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07877086,"threshold_uncertainty_score":0.2635148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2854657591762799,"score_gpt":0.4763108505914302,"score_spread":0.1908450914151503,"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."}}