{"id":"W2619668451","doi":"10.2196/mhealth.7040","title":"Perceptions of Patient Engagement Applications During Pregnancy: A Qualitative Assessment of the Patient’s Perspective","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"eHealth; mHealth; Thematic analysis; Pregnancy; Usability; Psychological intervention; Medicine; Mobile phone; Personalization; Qualitative research; Health care; Family medicine; Nursing; Psychology; Computer science; World Wide Web","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009107897,0.0002709287,0.0006172492,0.0001675473,0.006345173,0.00001191771,0.0004643399,0.0002060797,0.0001177817],"category_scores_gemma":[0.000220071,0.000209282,0.0001294046,0.00025852,0.0004902213,0.0001581677,0.0003992799,0.00105299,0.00001101473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006575674,"about_ca_system_score_gemma":0.002700137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002302445,"about_ca_topic_score_gemma":0.0005828816,"domain_scores_codex":[0.9948446,0.001464866,0.001676596,0.0005902515,0.0005374152,0.0008863172],"domain_scores_gemma":[0.9935676,0.0005180242,0.002944301,0.001596003,0.0007240764,0.0006499506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002797048,0.002143634,0.2325899,0.02401252,0.0001044219,0.000001247471,0.2467641,0.00001859088,0.0004098887,0.4308283,0.001840601,0.06100717],"study_design_scores_gemma":[0.001688988,0.0004811344,0.8825368,0.001155746,0.00009247077,0.000003071209,0.1006757,0.00007085338,0.00003167844,0.004514652,0.008519245,0.0002295924],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607219,0.001216954,0.0004765877,0.00954123,0.0004206715,0.01489459,0.0004664291,0.00006936849,0.01219226],"genre_scores_gemma":[0.9777163,0.00212685,0.00157941,0.0005365934,0.0001068126,0.01765615,0.00001825491,0.00003456246,0.0002250903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6499469,"threshold_uncertainty_score":0.9949484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09601122562977397,"score_gpt":0.5276473691983317,"score_spread":0.4316361435685577,"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."}}