{"id":"W3206703004","doi":"10.2196/30762","title":"Tracking Lower Urinary Tract Symptoms and Tamsulosin Side Effects Among Older Men Using a Mobile App (PERSONAL): Feasibility and Usability Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Aging; University of California, San Francisco","keywords":"Medicine; Tamsulosin; Lower urinary tract symptoms; Usability; Quality of life (healthcare); Physical therapy; Placebo; Urinary incontinence; System usability scale; Internal medicine; Urology; Alternative medicine; Web usability","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":[0.007789542,0.0005128786,0.0005180997,0.0005350472,0.0004847248,0.0006460691,0.0003736157,0.0005921656,0.002146456],"category_scores_gemma":[0.01346611,0.0003075489,0.001023062,0.0002196755,0.0003508544,0.0008209258,0.0006271913,0.0004387216,0.000246413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000229783,"about_ca_system_score_gemma":0.0006472076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006587367,"about_ca_topic_score_gemma":0.001125975,"domain_scores_codex":[0.9970894,0.001591718,0.000356307,0.0002943274,0.0004829503,0.0001852685],"domain_scores_gemma":[0.9916114,0.00484865,0.001130019,0.0005272295,0.001236907,0.0006458158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02294965,0.07735694,0.6057459,0.00293222,0.001304039,0.0008292693,0.01526395,0.0009445297,0.01428981,0.0002305859,0.002665664,0.2554874],"study_design_scores_gemma":[0.00616561,0.2473434,0.7227114,0.0004512218,0.001356165,0.001276874,0.004851334,0.005709238,0.004996452,0.0001449719,0.004835713,0.0001575639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982596,0.00006133527,0.0003769714,0.0000415942,0.00000869366,0.0008912268,0.00007176574,0.0000170466,0.0002718135],"genre_scores_gemma":[0.9921721,0.0001809104,0.004684255,0.0001545069,0.00004036096,0.002279602,0.0001310506,0.000007510001,0.0003497128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007789542,"threshold_uncertainty_score":0.04119551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05841427528459912,"score_gpt":0.4204929964113485,"score_spread":0.3620787211267493,"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."}}