{"id":"W4392839159","doi":"10.2196/54124","title":"Efficacy of the Flo App in Improving Health Literacy, Menstrual and General Health, and Well-Being in Women: Pilot Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Health literacy; Medicine; mHealth; Physical therapy; Psychology; Family medicine; Gerontology; Psychological intervention; Nursing; Health care","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":[0.004170246,0.002058587,0.004203951,0.0007914342,0.001205441,0.001467747,0.001357158,0.003521594,0.01329291],"category_scores_gemma":[0.008616468,0.001164137,0.003544071,0.0006275405,0.00174297,0.002021175,0.00101044,0.003904247,0.001265171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009199485,"about_ca_system_score_gemma":0.00191005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001626118,"about_ca_topic_score_gemma":0.003051538,"domain_scores_codex":[0.9974926,0.001231852,0.0002650049,0.0004530093,0.0002425055,0.0003150672],"domain_scores_gemma":[0.9957871,0.001997638,0.0008874006,0.0003026153,0.0004463365,0.0005789037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9373404,0.03680956,0.0007537528,0.003981268,0.001745357,0.00006355379,0.0002510535,0.0001915474,0.001146,0.0001433472,0.001016767,0.01655737],"study_design_scores_gemma":[0.8700185,0.12466,0.002291118,0.0003397127,0.001072389,0.00001822395,0.00008584361,0.0002760049,0.0002557887,0.0001736934,0.0007868353,0.0000219107],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8526602,0.005990363,0.001853417,0.001245575,0.001520371,0.1290569,0.002685113,0.0004686241,0.004519396],"genre_scores_gemma":[0.7750701,0.002945423,0.008912476,0.001904242,0.0009009208,0.2055782,0.0007067616,0.00004915221,0.003932854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01329291,"threshold_uncertainty_score":0.04446924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783812682231183,"score_gpt":0.3603249876882222,"score_spread":0.3424868608659103,"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."}}