{"id":"W3032065872","doi":"10.1016/j.wombi.2020.05.004","title":"Design, development and usability testing of Essential Coaching for Every Mother: A postnatal text message educational intervention","year":2020,"lang":"en","type":"article","venue":"Women and Birth","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Usability; Coaching; Intervention (counseling); mHealth; Motivational interviewing; Psychology; Nursing; Health care; Postpartum period; Medical education; Interview; Medicine; Psychological intervention; Computer science; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002458215,0.00006912129,0.0001379367,0.00002386786,0.00006707961,0.000009492691,0.00002300243,0.00002377909,0.00006100255],"category_scores_gemma":[0.00008262033,0.00005868732,0.00001492203,0.00003954245,0.00003295425,0.00005016347,0.0000303795,0.00005300955,9.672664e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002914902,"about_ca_system_score_gemma":0.00006529427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001310048,"about_ca_topic_score_gemma":8.346632e-7,"domain_scores_codex":[0.9994122,0.00002961009,0.0002123084,0.0001429307,0.00008175233,0.0001211449],"domain_scores_gemma":[0.9996245,0.0001215449,0.00007278432,0.00003804555,0.00002667233,0.0001164697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0096486,0.001466543,0.7198755,0.07712687,0.0002996561,0.00002298476,0.05282251,0.000009005072,0.03787242,0.0007618297,0.00007992209,0.1000142],"study_design_scores_gemma":[0.004783006,0.002549423,0.9022053,0.004315665,0.00004369559,0.0001508209,0.001846661,0.001950296,0.0800311,0.0007776751,0.001002154,0.0003441646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972191,0.0002901194,0.001561789,0.0004274751,0.00005860009,0.0003523599,0.0000121958,0.0000107924,0.00006756512],"genre_scores_gemma":[0.9925864,0.000009257767,0.00678801,0.0002264789,0.00005042507,0.00004202774,0.000007351233,0.000006535748,0.0002835565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1823299,"threshold_uncertainty_score":0.23932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03492213210988789,"score_gpt":0.2975898165859821,"score_spread":0.2626676844760942,"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."}}