{"id":"W2581152134","doi":"10.1111/jhn.12446","title":"The use of smartphone health apps and other <scp>mobile h</scp>ealth (mHealth) technologies in dietetic practice: a three country study","year":2017,"lang":"en","type":"article","venue":"Journal of Human Nutrition and Dietetics","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Monash University","keywords":"mHealth; Medicine; Intervention (counseling); Health care; Nursing; Medical education; Family medicine; Psychological intervention","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003026248,0.0002013183,0.0006536781,0.0002458758,0.00321186,0.00008334414,0.0003255244,0.0002190834,0.000003901773],"category_scores_gemma":[0.002052386,0.0001485155,0.0000479907,0.0001641608,0.0004431044,0.0002950773,0.0001681769,0.001256949,0.000002476977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001693249,"about_ca_system_score_gemma":0.0005405899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005892245,"about_ca_topic_score_gemma":0.003894576,"domain_scores_codex":[0.9962927,0.0005626341,0.001837823,0.0002505535,0.0004252724,0.0006310337],"domain_scores_gemma":[0.992736,0.002459311,0.003326446,0.0006704108,0.0004817521,0.0003260742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001113632,0.01093776,0.6733111,0.01404337,0.0002304988,0.0000505511,0.01714425,0.00001063172,0.0002416439,0.02393584,0.1185364,0.1404443],"study_design_scores_gemma":[0.007787453,0.004588719,0.1914572,0.001842308,0.00008455612,0.00003985885,0.05460431,0.00009893607,0.000008102747,0.005343791,0.7340216,0.0001231536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9357261,0.02915321,0.0001517355,0.02526898,0.0006120175,0.0085549,0.0001054244,0.00007282649,0.0003548138],"genre_scores_gemma":[0.9460521,0.049799,0.001358528,0.001511514,0.0001947205,0.0009763699,0.000003553099,0.0000343311,0.00006984366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6154852,"threshold_uncertainty_score":0.9980858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.132952903675734,"score_gpt":0.4666009011799234,"score_spread":0.3336479975041893,"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."}}