{"id":"W2987599565","doi":"10.2196/14661","title":"International ResearchKit App for Women with Menstrual Pain (Development, Access, and Engagement): Pragmatic Randomized Control Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; mHealth; Respondent; Population; Medicine; Physical therapy; Smartphone app; Psychology; Psychological intervention; Computer science; Nursing; Internet privacy","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":[0.007224876,0.002481958,0.003757955,0.0008206544,0.001029038,0.001698304,0.001143988,0.003951751,0.01799388],"category_scores_gemma":[0.01038715,0.001045609,0.003423511,0.0007473041,0.001276581,0.001781236,0.001428803,0.002751224,0.001941207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001056839,"about_ca_system_score_gemma":0.002431462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00129945,"about_ca_topic_score_gemma":0.002087425,"domain_scores_codex":[0.994509,0.00358112,0.0005287963,0.0005883816,0.000367454,0.000425321],"domain_scores_gemma":[0.9973794,0.001025296,0.0006367477,0.0002885107,0.0002691732,0.0004009469],"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":[0.9280391,0.01568593,0.0004789089,0.008546333,0.002624329,0.00009682195,0.0002152773,0.0001629438,0.00110828,0.0006254673,0.002950292,0.03946624],"study_design_scores_gemma":[0.9560653,0.03900678,0.0008440686,0.0005016436,0.0009972745,0.00002493702,0.00005454731,0.0001618454,0.0001449919,0.0002838114,0.001895579,0.00001920632],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.4512163,0.0214641,0.01065833,0.004148935,0.005843804,0.4864588,0.005976176,0.001202932,0.01303071],"genre_scores_gemma":[0.47526,0.005457881,0.02225186,0.003876388,0.00143214,0.4841917,0.0009211237,0.00006982779,0.006539066],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01799388,"threshold_uncertainty_score":0.06019557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07421236879643713,"score_gpt":0.4730955646688682,"score_spread":0.398883195872431,"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."}}