{"id":"W4205210936","doi":"10.2196/33355","title":"The Extent of Engagement With Telehealth Approaches by Patients With Advanced Cancer: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR Cancer","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Telehealth; Medicine; Psychology; Telemedicine; Health care; Political 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":[],"consensus_categories":[],"category_scores_codex":[0.0007742212,0.000517089,0.003114531,0.0001033631,0.0002767963,0.00001046639,0.0002797807,0.00006284907,0.0004023395],"category_scores_gemma":[0.00005192422,0.0002408526,0.0001941045,0.0006875552,0.00008902441,0.00005762399,0.00006546458,0.0006295023,0.000002214641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022196,"about_ca_system_score_gemma":0.00145609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002009566,"about_ca_topic_score_gemma":0.00009756642,"domain_scores_codex":[0.9957326,0.0004718712,0.001545154,0.0005177598,0.001230746,0.0005018763],"domain_scores_gemma":[0.9962373,0.0002993709,0.002320681,0.0007866552,0.0001586362,0.0001973556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005097056,0.00009703059,0.000118511,0.554081,0.0003615608,0.000001626268,0.00006995266,2.4803e-7,5.831168e-9,0.00000805027,0.005974221,0.4392368],"study_design_scores_gemma":[0.000991347,0.0009589781,0.00004285306,0.3304269,0.003680414,0.000005937361,0.0001417651,5.118885e-7,1.679131e-7,2.441234e-7,0.6635795,0.0001713528],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002451605,0.9770988,0.00001066836,0.0005148268,0.0001432822,0.02171898,0.000313338,0.00003722786,0.0001384108],"genre_scores_gemma":[0.00002860408,0.9554739,0.00007278124,0.0009601905,0.00008057153,0.0422422,0.0007022704,0.00009830931,0.0003411899],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6576053,"threshold_uncertainty_score":0.9821686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08524769021027816,"score_gpt":0.4027197723041187,"score_spread":0.3174720820938405,"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."}}