{"id":"W2996174235","doi":"10.2196/14435","title":"Efficacy and Safety of an mHealth App and Wearable Device in Physical Performance for Patients With Hepatocellular Carcinoma: Development and Usability Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Physical therapy; Quality of life (healthcare); Body mass index; Physical fitness; Lean body mass; Rehabilitation; Usability; Aerobic exercise; Physical medicine and rehabilitation; Gerontology; Internal medicine; Psychological intervention; Nursing; Body weight; 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":[0.007170175,0.0006302494,0.0009264598,0.0005384912,0.0004270953,0.0007695078,0.0003984856,0.0006118955,0.001310267],"category_scores_gemma":[0.01445512,0.0002824811,0.00164106,0.0002631813,0.0003830429,0.0007802177,0.0007042862,0.0006574929,0.0003010184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003264345,"about_ca_system_score_gemma":0.0005014957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005517066,"about_ca_topic_score_gemma":0.0008980454,"domain_scores_codex":[0.9962797,0.001989834,0.0005013515,0.0003291444,0.0007128965,0.0001870591],"domain_scores_gemma":[0.9919202,0.004809644,0.0008213423,0.0004070937,0.001583391,0.0004582877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03760998,0.08661709,0.2818686,0.01021115,0.003417017,0.001406181,0.01904515,0.001443763,0.03854594,0.0002803322,0.005003216,0.5145516],"study_design_scores_gemma":[0.006944816,0.3463953,0.6014438,0.00102826,0.004095738,0.00171963,0.006808108,0.007742664,0.01472355,0.0001492075,0.008624087,0.0003247503],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970669,0.0004013518,0.0007462612,0.00007197352,0.00003584271,0.001077212,0.0001062244,0.00003603076,0.0004581958],"genre_scores_gemma":[0.989773,0.0007596748,0.005796169,0.0002116521,0.00007254381,0.002348411,0.0002394637,0.00002119117,0.0007779592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007170175,"threshold_uncertainty_score":0.03791994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743766882069552,"score_gpt":0.3200525303324716,"score_spread":0.292614861511776,"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."}}