{"id":"W7132881818","doi":"","title":"Sharing Psychosocial Risk Assessment Information with Paediatric Oncology Healthcare Providers: Service Utilization and Related Factors","year":2020,"lang":"","type":"dissertation","venue":"TSpace","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychosocial; Risk assessment; Health care; Risk stratification; Service (business); Psycho-oncology; MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002526753,0.0001118887,0.0002093251,0.001022649,0.0007023314,0.0009419875,0.0004597021,0.0003824235,0.003823539],"category_scores_gemma":[0.02263566,0.0001900788,0.0003972354,0.001586457,0.0003935276,0.0007693747,0.001218931,0.0009323574,0.0001810749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101514,"about_ca_system_score_gemma":0.002375506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01610229,"about_ca_topic_score_gemma":0.01511425,"domain_scores_codex":[0.9960378,0.00183381,0.0004953214,0.0002119264,0.0008981265,0.0005229521],"domain_scores_gemma":[0.9785171,0.008863447,0.009119894,0.0004283204,0.0008092282,0.002261974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002391616,0.00007908422,0.9918155,0.00003945613,0.00002411734,0.0001184992,0.001266985,0.0000344572,0.00003139845,0.00003015131,0.0002380953,0.006298311],"study_design_scores_gemma":[0.000003324109,0.0001026272,0.9936237,0.00009278528,0.00002007909,0.0005094744,0.004672354,0.0001841796,0.00004781217,0.00003653695,0.0007003049,0.000006839649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969124,0.0005432682,0.00007694149,0.00065009,0.000008121097,0.00003561179,0.0002021682,0.000003515377,0.001567878],"genre_scores_gemma":[0.999156,0.0003239723,0.0001379902,0.00008417571,0.000009800971,0.00002108819,0.0001037656,0.000001820968,0.0001613859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01610229,"threshold_uncertainty_score":0.03201711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04905313758130764,"score_gpt":0.4058272614145068,"score_spread":0.3567741238331992,"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."}}