{"id":"W3176430891","doi":"10.2196/21088","title":"Usefulness of Smartphone Apps for Improving Nutritional Status of Pancreatic Cancer Patients: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Smartphone application; Pancreatic cancer; Medicine; mHealth; Cancer; Physical therapy; Internal medicine; Multimedia; Computer science; Psychological intervention; Nursing","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":[0.001767412,0.001356485,0.003982229,0.0006135391,0.000674106,0.001122966,0.0009075155,0.0028711,0.007196969],"category_scores_gemma":[0.003606911,0.0006434246,0.003605889,0.0006875021,0.0009259948,0.001275553,0.0006913175,0.002828397,0.0005278481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000758463,"about_ca_system_score_gemma":0.001379767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001355121,"about_ca_topic_score_gemma":0.002341774,"domain_scores_codex":[0.9989222,0.0004867287,0.0001644304,0.0001907295,0.00009706069,0.0001388761],"domain_scores_gemma":[0.9983842,0.000599642,0.000441643,0.00008452844,0.0001363149,0.0003536583],"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":[0.9553165,0.01330976,0.00150702,0.006648024,0.003682246,0.00005352536,0.00007509012,0.0001393735,0.0004804767,0.00007495889,0.0007167832,0.01799619],"study_design_scores_gemma":[0.9303765,0.06009594,0.003612072,0.0004678754,0.004053601,0.0000207009,0.00005076607,0.0003254084,0.0001605147,0.0001092121,0.0007081251,0.0000193273],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9421704,0.02900727,0.0006705131,0.001464984,0.001831846,0.02051452,0.001513066,0.0001341013,0.002693283],"genre_scores_gemma":[0.9458292,0.01246384,0.00228172,0.002195835,0.001281159,0.03271072,0.0008331924,0.00001287248,0.00239146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007196969,"threshold_uncertainty_score":0.02407622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05172490943262825,"score_gpt":0.3814121075227241,"score_spread":0.3296871980900958,"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."}}