{"id":"W2890951185","doi":"10.2196/10296","title":"Novel mHealth App to Deliver Geriatric Assessment-Driven Interventions for Older Adults With Cancer: Pilot Feasibility and Usability Study","year":2018,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Usability; mHealth; Psychological intervention; Mobile apps; Medicine; Computer science; Psychology; Gerontology; World Wide Web; Human–computer interaction; 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":[0.006079228,0.0007022507,0.000744208,0.0007645823,0.0006229144,0.0008590541,0.0006920792,0.0008089195,0.001917185],"category_scores_gemma":[0.009896223,0.0003857507,0.001091125,0.000286519,0.0004767919,0.001135518,0.001126763,0.0007240784,0.0003152268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003673512,"about_ca_system_score_gemma":0.001453136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001435375,"about_ca_topic_score_gemma":0.002513939,"domain_scores_codex":[0.9978563,0.001003457,0.0002572394,0.0001920207,0.0004357488,0.0002552179],"domain_scores_gemma":[0.9951004,0.002743244,0.000299608,0.000276577,0.001107543,0.0004726237],"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":[0.01969296,0.19536,0.1833308,0.01295141,0.001576055,0.005027543,0.03137627,0.002418989,0.04511657,0.0006712333,0.01049356,0.4919847],"study_design_scores_gemma":[0.01285207,0.4288725,0.4869134,0.002159048,0.001910411,0.004521482,0.01749168,0.01232994,0.01480675,0.0006104024,0.01709237,0.0004399007],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914553,0.0002237374,0.002146616,0.0001293034,0.0000417876,0.005133988,0.0002554648,0.00007195428,0.000541792],"genre_scores_gemma":[0.9545519,0.0008876361,0.02855276,0.0005844824,0.00009763247,0.01373721,0.000527695,0.0000411976,0.001019483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006079228,"threshold_uncertainty_score":0.03215039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07174438746690277,"score_gpt":0.4257333911342641,"score_spread":0.3539890036673614,"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."}}