{"id":"W4387983460","doi":"10.2196/49735","title":"Development of Quality of Life in Adolescents and Young Adults With Cancer Using a Patient Support Smartphone App: Prepost Interventional Study","year":2023,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Quality of life (healthcare); Quality (philosophy); Medicine; Psychotherapist; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005480538,0.0001937974,0.0006495735,0.0002050958,0.00003927467,0.000006704416,0.00008064409,0.00005792691,0.0001045558],"category_scores_gemma":[0.00005293275,0.0001724862,0.00006726434,0.0005170701,0.00008848092,0.00008137447,0.0001344958,0.0001569437,0.000001449077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002653936,"about_ca_system_score_gemma":0.0009618718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01252191,"about_ca_topic_score_gemma":0.04927056,"domain_scores_codex":[0.9972641,0.0001122702,0.00114574,0.0004017837,0.0008196313,0.0002565027],"domain_scores_gemma":[0.9988233,0.00002188633,0.0005323258,0.0002499502,0.0002270358,0.0001454724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002688701,0.001585286,0.9464612,0.00265779,0.0002255587,0.000008867382,0.04205121,0.00003444043,0.000572351,0.000001363733,0.0001320533,0.003581188],"study_design_scores_gemma":[0.005660749,0.000489876,0.9783413,0.004664969,0.00004113275,0.000002737801,0.009803065,0.00006031339,0.0006949541,0.000001644502,0.00006006292,0.0001792163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976827,0.0003608667,0.00001506945,0.0001204381,0.0002273389,0.001458898,0.00007455182,0.00003456196,0.00002557367],"genre_scores_gemma":[0.999037,0.00002622595,0.0002763874,0.0001164553,0.00005719806,0.0003856109,0.00002165711,0.0000281512,0.00005127597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03674865,"threshold_uncertainty_score":0.9940538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05572410138736802,"score_gpt":0.3758685807729253,"score_spread":0.3201444793855573,"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."}}