{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007352997,0.001292787,0.001473391,0.0009583525,0.001749271,0.00128495,0.001499551,0.002688602,0.004935062],"category_scores_gemma":[0.007201396,0.0009777262,0.001977146,0.0007258567,0.001630501,0.001740372,0.001563143,0.002337667,0.0007215673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001497734,"about_ca_system_score_gemma":0.00576444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003416258,"about_ca_topic_score_gemma":0.005429394,"domain_scores_codex":[0.9964874,0.002063343,0.0003020156,0.000322459,0.00029626,0.000528643],"domain_scores_gemma":[0.9955919,0.001654944,0.000671928,0.0004208329,0.0004867328,0.001173725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3876553,0.4829937,0.01219214,0.004093188,0.001386474,0.0003694253,0.003160754,0.0009653454,0.004325476,0.0003786582,0.002131133,0.1003483],"study_design_scores_gemma":[0.4733166,0.5049905,0.01691568,0.0003297986,0.0004352449,0.00005162156,0.0009672589,0.0006355804,0.0008287025,0.0002446799,0.001246431,0.0000377541],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9278772,0.0003397435,0.0007139707,0.0003780869,0.0001630012,0.06906757,0.0004323158,0.00008950571,0.0009385926],"genre_scores_gemma":[0.8116952,0.0008587606,0.008409424,0.0008095524,0.00023404,0.176275,0.0005305778,0.00001908206,0.001168378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007352997,"threshold_uncertainty_score":0.03888679,"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."}}