{"id":"W4402739763","doi":"10.2196/58014","title":"Delivering a Group-Based Quality of Life Intervention to Young Adult Cancer Survivors via a Web Platform: Feasibility Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Preprint; Intervention (counseling); Quality of life (healthcare); Usability; Peer support; Medicine; Psychology; Gerontology; Nursing; World Wide Web; Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001619114,0.0004040484,0.001018007,0.0003058415,0.00008104643,0.00006390359,0.0002563247,0.0002259501,0.001024802],"category_scores_gemma":[0.0004393179,0.0003825918,0.0007100383,0.0008640608,0.000120677,0.0002769078,0.0001174788,0.0004828814,0.00003189151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078407,"about_ca_system_score_gemma":0.0009250436,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1932819,"about_ca_topic_score_gemma":0.3025062,"domain_scores_codex":[0.9957273,0.000267369,0.001504416,0.0008920863,0.001088378,0.0005204282],"domain_scores_gemma":[0.9978274,0.0002466677,0.0003270238,0.0007201491,0.0003994791,0.0004793424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2414412,0.004170184,0.5969175,0.03083943,0.002519272,0.00005671577,0.01918752,0.0007172621,0.02493514,0.0008325874,0.008991038,0.06939214],"study_design_scores_gemma":[0.1239103,0.004719015,0.8274938,0.01428584,0.0008561585,0.00001368618,0.002147282,0.01333851,0.005455058,0.0003347793,0.005162218,0.002283317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856613,0.002357506,0.002513881,0.002445836,0.003047067,0.002999764,0.0004222677,0.0003341116,0.0002182301],"genre_scores_gemma":[0.9950278,0.0001003463,0.0002719854,0.001532007,0.001253463,0.001503904,0.00005472528,0.00008073867,0.000174979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2305763,"threshold_uncertainty_score":0.9998884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07080493062859808,"score_gpt":0.4067867409913439,"score_spread":0.3359818103627459,"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."}}