{"id":"W1836486152","doi":"10.2196/mhealth.4869","title":"Views of Women and Health Professionals on mHealth Lifestyle Interventions in Pregnancy: A Qualitative Investigation","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Queensland Health","keywords":"mHealth; Psychological intervention; Qualitative research; Medicine; Nursing; Health care; Focus group; Reproductive medicine; Pregnancy","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":[0.01592509,0.0007237411,0.0009071563,0.001773117,0.01022612,0.00431358,0.001349865,0.002374497,0.003484073],"category_scores_gemma":[0.02026505,0.0009507748,0.0005645326,0.002313246,0.00819888,0.003448784,0.006446878,0.002863445,0.0004380727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005866103,"about_ca_system_score_gemma":0.006664233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01235358,"about_ca_topic_score_gemma":0.01380711,"domain_scores_codex":[0.989116,0.007855812,0.0003653673,0.0004881472,0.0007526695,0.001421947],"domain_scores_gemma":[0.9776362,0.01889294,0.000988559,0.0003157328,0.00105549,0.001111065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003083999,0.00002242457,0.001617355,0.0001350352,0.000002893089,0.0005281871,0.9932685,0.00001414184,0.0005195034,0.0004652182,0.0002078909,0.003187942],"study_design_scores_gemma":[0.000004425065,0.00003561384,0.000832726,0.0002072193,0.000003468123,0.0001669888,0.9945775,0.00003071744,0.000172434,0.0001281924,0.003833788,0.000006845588],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805966,0.001753502,0.003225991,0.004815572,0.0001139927,0.0006077561,0.0003239666,0.0000230983,0.00853965],"genre_scores_gemma":[0.9872966,0.002786942,0.002044165,0.002237529,0.00004267,0.001142155,0.000117183,0.00003172217,0.004300873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01592509,"threshold_uncertainty_score":0.08422095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3005729350403736,"score_gpt":0.5338806370643291,"score_spread":0.2333077020239555,"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."}}