{"id":"W4393943519","doi":"10.1158/2159-8290.cd-23-1500","title":"The Virtual Child","year":2024,"lang":"en","type":"article","venue":"Cancer Discovery","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Foundation; Hospital for Sick Children; SickKids Foundation; McGill University; McGill Genome Centre; Jewish General Hospital; McGill University Health Centre","funders":"National Cancer Institute; Canadian Institutes of Health Research; Cancer Research UK","keywords":"Computer science; Subject (documents); Clinical trial; Cancer; Virtual world; Human–computer interaction; Medicine; Bioinformatics; World Wide Web; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002857699,0.0001593128,0.0002089696,0.00004538733,0.0001943144,0.0002576681,0.0001524909,0.00005787135,0.0001480681],"category_scores_gemma":[0.00007222728,0.0001017259,0.0001886553,0.000251451,0.0001666471,0.0002803346,0.00006693831,0.0003454686,0.0001522951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836369,"about_ca_system_score_gemma":0.0004375024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002935685,"about_ca_topic_score_gemma":0.0003496026,"domain_scores_codex":[0.9986694,0.00004065228,0.0002537171,0.0003345449,0.0004050396,0.0002966578],"domain_scores_gemma":[0.9991812,0.0002126989,0.00003311804,0.0004317919,0.00002824964,0.0001129883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009351365,0.0002345382,0.01007734,0.001188543,0.001846472,0.00026692,0.00678532,0.0001044634,0.001311842,0.1236441,0.6492584,0.2043469],"study_design_scores_gemma":[0.0006124204,0.0001802855,0.01873788,0.001410794,0.000178339,0.00006902,0.0009699723,0.000135758,0.001850626,0.0007308437,0.9748576,0.0002664749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6334565,0.1419076,0.0008561008,0.1555964,0.01199577,0.0009043833,0.0002214533,0.0006958461,0.05436584],"genre_scores_gemma":[0.971864,0.003207227,0.000009226524,0.004942265,0.002840945,0.00008945348,0.00001602661,0.00004804254,0.01698274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3384075,"threshold_uncertainty_score":0.4148261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01896594985545607,"score_gpt":0.3190874711425242,"score_spread":0.3001215212870681,"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."}}