{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001115005,0.0005465617,0.0008064355,0.0005938861,0.001151041,0.001283483,0.0002745091,0.0007944378,0.004228193],"category_scores_gemma":[0.001614519,0.0003930681,0.001483066,0.0003726503,0.000609372,0.0009279878,0.0008791655,0.001572935,0.0007580778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007879771,"about_ca_system_score_gemma":0.001122808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001928067,"about_ca_topic_score_gemma":0.002884934,"domain_scores_codex":[0.9992434,0.0001936407,0.00006980659,0.0001474509,0.0001348455,0.0002109211],"domain_scores_gemma":[0.9990641,0.0001625797,0.0001969245,0.00006848174,0.0001858144,0.0003221667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02633542,0.2090301,0.6485286,0.001597347,0.0009643543,0.001250731,0.01129775,0.0002106804,0.00379761,0.0003504083,0.002011093,0.09462597],"study_design_scores_gemma":[0.004407266,0.1702901,0.8064908,0.0002523599,0.000755463,0.0006534795,0.009933745,0.000316206,0.001231307,0.0002219602,0.005372711,0.00007453543],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985354,0.0001534683,0.00005559964,0.00002417792,0.00001176267,0.000644127,0.0001205299,0.000002813873,0.0004520666],"genre_scores_gemma":[0.9949964,0.0003482612,0.000435163,0.0001557703,0.0000407982,0.002604809,0.0003426888,0.000003571155,0.001072507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004228193,"threshold_uncertainty_score":0.01414478,"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."}}