{"id":"W4322583980","doi":"10.2196/44661","title":"Expectant Parents’ Preferences for Teaching by Texting: Development and Usability Study of SmartMom","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"FP7 Coordination of Research Activities; BC Children's Hospital","keywords":"Focus group; Attendance; Thematic analysis; mHealth; Usability; Telemedicine; Medicine; Regret; Reproductive health; Phone; Medical education; Psychology; Qualitative research; Nursing; Health care; Population; Psychological intervention","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009594447,0.0004220888,0.0005723046,0.0006021489,0.0007094155,0.0008392348,0.0005563911,0.0004892766,0.002376574],"category_scores_gemma":[0.01880887,0.0003489093,0.0006496338,0.0003233613,0.0005007488,0.001034562,0.0009970611,0.0005249875,0.0002382187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005628834,"about_ca_system_score_gemma":0.0008364401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00169301,"about_ca_topic_score_gemma":0.003464959,"domain_scores_codex":[0.9976368,0.00143243,0.000212244,0.0002224597,0.000291263,0.0002047712],"domain_scores_gemma":[0.9874537,0.009619102,0.0006467957,0.0005674131,0.001092931,0.0006199806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001571875,0.01233102,0.2234659,0.003224344,0.0001901556,0.004101913,0.4292018,0.0005550579,0.01982856,0.0003354521,0.0039424,0.3012515],"study_design_scores_gemma":[0.0009763907,0.04761855,0.5826675,0.001333048,0.000710103,0.003551978,0.3050658,0.004954739,0.01641711,0.0005302898,0.03586826,0.0003062062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979849,0.00005470111,0.0007137426,0.00008854058,0.00001043412,0.0004836999,0.00006673139,0.0000330402,0.0005641448],"genre_scores_gemma":[0.9886699,0.0002593895,0.008344078,0.0001908328,0.00001313173,0.001372337,0.0001563519,0.00002551566,0.0009686089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009594447,"threshold_uncertainty_score":0.05074084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2384169917102093,"score_gpt":0.5643694600595843,"score_spread":0.325952468349375,"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."}}