{"id":"W4413102943","doi":"10.2196/70510","title":"Using eHealth to Support Quality of Life and Well-Being in Patients With Lung Cancer: Systematic Review","year":2025,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; eHealth; Lung cancer; Quality of life (healthcare); Quality (philosophy); Medicine; Psychology; Oncology; Computer science; Health care; World Wide Web; Political science; Nursing; 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":[0.009634349,0.001183244,0.007237683,0.005879904,0.0005708413,0.00249291,0.001675498,0.001724633,0.004171268],"category_scores_gemma":[0.04078939,0.0007577679,0.008451147,0.007433008,0.000747041,0.002238103,0.001448433,0.001251596,0.0002457722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003497718,"about_ca_system_score_gemma":0.0103021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007990096,"about_ca_topic_score_gemma":0.02394151,"domain_scores_codex":[0.9930713,0.002916054,0.00224416,0.0004173494,0.001140754,0.0002104415],"domain_scores_gemma":[0.9764811,0.01759652,0.003719625,0.0003062279,0.00164178,0.0002548329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002210731,0.0000290918,0.0007419304,0.9577741,0.0126033,0.00004857948,0.0001683427,0.0000807209,0.0000620599,0.0001063269,0.0006705177,0.02749388],"study_design_scores_gemma":[0.0005202472,0.0003727736,0.005173217,0.8715929,0.112684,0.0001834142,0.00033875,0.0001362083,0.0001748943,0.0002502451,0.008527692,0.00004556372],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002042937,0.9960389,0.0001658761,0.0001992823,0.00008200257,0.000718613,0.0004341777,0.0000113652,0.0003068199],"genre_scores_gemma":[0.03626442,0.9598063,0.0009744616,0.000646363,0.00008685426,0.001777592,0.0002926497,0.000006103887,0.0001453163],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009634349,"threshold_uncertainty_score":0.0509519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02328064394425167,"score_gpt":0.3895467211009328,"score_spread":0.3662660771566811,"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."}}