{"id":"W3002165707","doi":"10.1007/s00520-019-05265-3","title":"Health-related social media use and preferences of adolescent and young adult cancer patients for virtual programming","year":2020,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Princess Margaret Cancer Centre; University of Toronto; University Health Network; Hospital for Sick Children; Public Health Ontario; Ontario Institute for Cancer Research","funders":"Posluns Family Foundation","keywords":"Medicine; The Internet; Young adult; Social media; Focus group; Resource (disambiguation); Reproductive health; Cancer; Family medicine; Gerontology; Population; World Wide Web; Environmental health; Internal medicine","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":[0.0001282358,0.0002027275,0.0006411185,0.00006693716,0.0000655887,0.00001837491,0.00005879896,0.0001172012,0.0000259961],"category_scores_gemma":[0.0005159141,0.00019183,0.00006911889,0.0001982727,0.0001997989,0.0001644543,0.00005927263,0.0002318687,2.208575e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002471924,"about_ca_system_score_gemma":0.0005913971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006475043,"about_ca_topic_score_gemma":0.02860689,"domain_scores_codex":[0.9980969,0.00008504649,0.0006770484,0.0004461299,0.0003649169,0.0003299155],"domain_scores_gemma":[0.9985623,0.0001234401,0.0003821805,0.00007438335,0.000615242,0.0002424585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008631423,0.00009891167,0.7996729,0.00150545,0.00009029352,0.000001795952,0.1135338,0.000001006697,0.00002193605,0.00003725105,0.001743336,0.08243015],"study_design_scores_gemma":[0.005435811,0.001255314,0.9691924,0.001445262,0.0001163202,0.000001124397,0.02079578,0.00002773341,0.0005685348,0.00001897942,0.0008714197,0.0002713198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885982,0.004021366,0.000009863742,0.00457556,0.0004016589,0.001291079,0.001059186,0.00003095743,0.00001211986],"genre_scores_gemma":[0.9968762,0.001062833,0.0001270163,0.001297919,0.0002079151,0.0002156154,0.0001760598,0.00003050481,0.000005877147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1695195,"threshold_uncertainty_score":0.9891185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0538343150961278,"score_gpt":0.3463930228226131,"score_spread":0.2925587077264853,"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."}}