{"id":"W3106693880","doi":"10.2196/22771","title":"Mobile App-Based Intervention for Pregnant Women With Stress Urinary Incontinence: Protocol for a Hybrid Effectiveness-Implementation Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urinary incontinence; mHealth; Medicine; Intervention (counseling); Randomized controlled trial; Physical therapy; Distress; Pregnancy; Mobile apps; Nursing; Psychological intervention; Clinical psychology; Internal medicine; Urology; 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":[0.03124957,0.004972694,0.008790685,0.002203552,0.003998379,0.002915175,0.003516384,0.006339267,0.06234617],"category_scores_gemma":[0.02419514,0.003466328,0.005866137,0.002186777,0.002948971,0.00354723,0.002927419,0.007818041,0.008444337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005442229,"about_ca_system_score_gemma":0.02113235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003714107,"about_ca_topic_score_gemma":0.006391951,"domain_scores_codex":[0.9847093,0.00797355,0.002329813,0.001313079,0.001816077,0.001858237],"domain_scores_gemma":[0.9905344,0.002315075,0.001858917,0.001188178,0.002624787,0.001478554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.6556038,0.07755618,0.00237497,0.07376301,0.004210357,0.0006762029,0.002601309,0.004207672,0.00370705,0.007164652,0.03581023,0.1323246],"study_design_scores_gemma":[0.8594991,0.06363142,0.005856862,0.01108493,0.002505649,0.000113798,0.000752334,0.002287491,0.001608528,0.004548246,0.04785153,0.0002601635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001078407,0.00009389677,0.0004959455,0.00007507294,0.00008180641,0.997475,0.0003802482,0.00002870498,0.0002908657],"genre_scores_gemma":[0.0006179828,0.00004679346,0.0006597738,0.00004216703,0.000007581597,0.9984893,0.00004471417,0.000001071254,0.00009069247],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06234617,"threshold_uncertainty_score":0.2085687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1381092470068857,"score_gpt":0.5381791619520647,"score_spread":0.400069914945179,"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."}}