{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00381838,0.0001513773,0.0005326094,0.0004491519,0.00009917944,0.00001014165,0.0000521584,0.0000615953,0.00001204702],"category_scores_gemma":[0.0003273905,0.0001262453,0.00003495823,0.0003836761,0.0001185746,0.0001145293,0.00005467569,0.0003024139,0.000006796041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006570472,"about_ca_system_score_gemma":0.001862692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004764342,"about_ca_topic_score_gemma":0.0002740637,"domain_scores_codex":[0.9970187,0.0007212011,0.0008009208,0.0003394378,0.0004727293,0.0006470354],"domain_scores_gemma":[0.997564,0.00017583,0.0003703846,0.0001816521,0.0001572646,0.001550936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002084576,0.004763593,0.1662394,0.1191907,0.0001211892,0.00002198681,0.4504963,0.00001843729,0.00002223119,0.07172982,0.03539708,0.1499147],"study_design_scores_gemma":[0.005506739,0.008388467,0.941521,0.007047537,0.00001497576,0.000005558328,0.02308864,0.0002607822,0.000008325327,0.01204186,0.001950161,0.0001658813],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571463,0.005297756,0.00004065369,0.03478752,0.00006303203,0.002236135,0.00003593189,0.0000239993,0.0003686548],"genre_scores_gemma":[0.9901568,0.001992986,0.001275357,0.005251317,0.000036578,0.0005551222,0.000109541,0.00001699336,0.0006052699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7752817,"threshold_uncertainty_score":0.5148134,"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."}}