{"id":"W2167255027","doi":"10.2196/mental.4074","title":"Feasibility and Perception of Using Text Messages as an Adjunct Therapy for Low-Income, Minority Mothers With Postpartum Depression","year":2015,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Postpartum depression; Depression (economics); Likert scale; Medicine; Edinburgh Postnatal Depression Scale; Perception; Ethnic group; Family medicine; Psychology; Psychiatry; Depressive symptoms; Pregnancy; Developmental psychology","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":[0.006632653,0.0002261125,0.0002175481,0.0002224963,0.0006881993,0.000843303,0.0004419245,0.0004709907,0.003206204],"category_scores_gemma":[0.02868867,0.0001823341,0.0003052424,0.0001168324,0.0003328942,0.0007631643,0.0007325083,0.0005731384,0.0003329653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00054204,"about_ca_system_score_gemma":0.001044042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001732776,"about_ca_topic_score_gemma":0.00179879,"domain_scores_codex":[0.99726,0.001902592,0.0001748837,0.00009166533,0.0003863825,0.0001845277],"domain_scores_gemma":[0.9909176,0.006041359,0.001551182,0.0002046685,0.0005713506,0.0007138011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003812603,0.008349191,0.3551648,0.001928525,0.0001459547,0.001911461,0.1808704,0.0002860002,0.01446135,0.000383269,0.004289373,0.4283972],"study_design_scores_gemma":[0.0008381727,0.02960338,0.7057258,0.001843795,0.0004862407,0.001545128,0.2331667,0.003300535,0.006143145,0.0004688183,0.01675136,0.0001268503],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977846,0.0001079425,0.0002558741,0.0005635096,0.00002068831,0.0002262953,0.00002600172,0.00001193859,0.001003187],"genre_scores_gemma":[0.9969149,0.0003499872,0.001516977,0.0002231655,0.00002389836,0.0004299793,0.00002736832,0.000004836312,0.0005089312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006632653,"threshold_uncertainty_score":0.03507727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0781074218569239,"score_gpt":0.4643272403676745,"score_spread":0.3862198185107506,"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."}}