{"id":"W4210773753","doi":"10.2196/30989","title":"Improving Pelvic Floor Muscle Training Adherence Among Pregnant Women: Validation Study","year":2022,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Putra Malaysia","keywords":"Usability; Checklist; Formative assessment; Mobile apps; mHealth; Focus group; Physical therapy; Pelvic Floor Muscle; Medicine; Urinary incontinence; Conceptualization; Pregnancy; Randomized controlled trial; Psychology; Computer science; Nursing; Human–computer interaction; World Wide Web; Psychological intervention","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002628881,0.0002914649,0.000391245,0.0002761982,0.0006243861,0.00005421934,0.0002290156,0.00005099133,0.002654733],"category_scores_gemma":[0.00005351594,0.0002703021,0.0001086555,0.0003630925,0.00006154163,0.0002223779,0.0001961256,0.0003811744,0.00003280438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006991499,"about_ca_system_score_gemma":0.0001255848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004226841,"about_ca_topic_score_gemma":0.00006430281,"domain_scores_codex":[0.9976101,0.0001461971,0.0003853586,0.0005689271,0.0007445057,0.0005449006],"domain_scores_gemma":[0.9989943,0.00003351204,0.0002112184,0.0005001514,0.00004820258,0.0002126187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001083441,0.004243899,0.7994576,0.000122145,0.0002987869,0.0001732044,0.1567945,0.00007019824,0.01362409,0.000008031489,0.0001907348,0.0249085],"study_design_scores_gemma":[0.004566462,0.003676195,0.9196326,0.00004643212,0.00009408299,0.000004632811,0.07104539,0.000106,0.0003399691,0.00003501405,0.0001551865,0.0002980272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967279,0.00004354879,0.000006560018,0.00001391542,0.0002211153,0.002036826,0.00002061552,0.0002429889,0.0006864815],"genre_scores_gemma":[0.9960688,6.658278e-7,0.00002291124,0.00004227571,0.00004959602,0.001369609,0.0001340448,0.00005996792,0.002252135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1201751,"threshold_uncertainty_score":0.9999749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04178724492046818,"score_gpt":0.2993443779983104,"score_spread":0.2575571330778422,"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."}}