{"id":"W4220800444","doi":"10.2196/36788","title":"Mobile-Based Self-management Application Requirements for Patients With Gastric Cancer: Quantitative Descriptive Study of Specialist and Patient Perspectives","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mazandaran University of Medical Sciences","keywords":"Descriptive statistics; Cancer; IBM; Medicine; Quality of life (healthcare); Quality (philosophy); Computer science; Internal medicine; Nursing; Statistics","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":[0.004407445,0.0001718704,0.0004553409,0.001251134,0.0008680162,0.001071455,0.0003443469,0.0004916206,0.002062393],"category_scores_gemma":[0.0181169,0.0002571006,0.0004722164,0.0007998248,0.0005445687,0.001144642,0.001177179,0.0008121998,0.0002780702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008667586,"about_ca_system_score_gemma":0.001012172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516614,"about_ca_topic_score_gemma":0.00257215,"domain_scores_codex":[0.9974899,0.0009994613,0.0003268435,0.000177749,0.0006587653,0.0003472462],"domain_scores_gemma":[0.9880198,0.006958737,0.002189307,0.0001815377,0.001909014,0.0007416556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000267654,0.0007924195,0.7615613,0.0007179511,0.00006817976,0.0007410056,0.2029854,0.0001081567,0.001458177,0.0002773459,0.001437431,0.029585],"study_design_scores_gemma":[0.00003840712,0.001524322,0.6112058,0.0003499862,0.00006474002,0.001929604,0.3771937,0.0007897777,0.0007289557,0.0001558735,0.005940449,0.00007835284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988837,0.00007597902,0.0001858904,0.0001053276,0.000003400986,0.00009488188,0.0001225869,0.000004160598,0.0005240917],"genre_scores_gemma":[0.9986154,0.0001586345,0.0003972497,0.0001580873,0.000005655948,0.0002467995,0.0001146944,0.000005040128,0.0002984304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004407445,"threshold_uncertainty_score":0.02330911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856756738896422,"score_gpt":0.3097734402762035,"score_spread":0.2912058728872393,"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."}}