{"id":"W4407932838","doi":"10.2196/60115","title":"Digital Therapeutics–Based Cardio-Oncology Rehabilitation for Lung Cancer Survivors: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Pulmonary rehabilitation; Rehabilitation; Lung cancer; Aerobic exercise; Quality of life (healthcare); Telerehabilitation; Exercise prescription; Internal medicine; Health care; Telemedicine","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":[0.001358834,0.001121935,0.003906378,0.000627177,0.0005314192,0.001125066,0.0009563869,0.002132752,0.009839853],"category_scores_gemma":[0.001900162,0.0004673706,0.002897377,0.0006920709,0.0008735429,0.001050049,0.0005760234,0.002382934,0.0005798379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008010238,"about_ca_system_score_gemma":0.001443992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483568,"about_ca_topic_score_gemma":0.003465804,"domain_scores_codex":[0.9993619,0.0002785007,0.00008142781,0.0001216364,0.00005843853,0.00009790756],"domain_scores_gemma":[0.999233,0.0002251175,0.0002274494,0.00004031998,0.00006968482,0.0002045102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9606662,0.008258071,0.0007190346,0.007147132,0.003485529,0.00005479073,0.0000407329,0.0001564918,0.0005536434,0.0001776158,0.001138506,0.01760229],"study_design_scores_gemma":[0.9741794,0.02112135,0.001336669,0.000388003,0.002001517,0.00001536363,0.0000225786,0.0001749592,0.00008333987,0.0001049654,0.0005625272,0.000009375611],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8771618,0.07844789,0.001384847,0.003032185,0.003002199,0.02790175,0.002739874,0.0002609875,0.006068503],"genre_scores_gemma":[0.9200038,0.02637419,0.003400563,0.004029215,0.001893639,0.03698764,0.001591607,0.00001958272,0.005699699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009839853,"threshold_uncertainty_score":0.03291762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0271531969307363,"score_gpt":0.4095272134784351,"score_spread":0.3823740165476988,"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."}}