{"id":"W2772764102","doi":"10.2196/mhealth.8303","title":"Texting Condolences: Adapting mHealth Programs After Unexpected Pregnancy and Infant Outcomes","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"mHealth; Psychological intervention; Miscarriage; Medicine; Pregnancy; Psychology; Nursing","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":[0.004565966,0.0003273979,0.0002592853,0.0004335048,0.0008646927,0.001074607,0.001204158,0.0007311804,0.005275506],"category_scores_gemma":[0.01745712,0.0001337183,0.0005194784,0.0003083769,0.0004549536,0.001562152,0.00155438,0.00108682,0.001000609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006057647,"about_ca_system_score_gemma":0.002331257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001897554,"about_ca_topic_score_gemma":0.004895014,"domain_scores_codex":[0.998919,0.0005878782,0.00007619439,0.0001037678,0.0001745922,0.0001385994],"domain_scores_gemma":[0.9963966,0.00204737,0.0004201307,0.0002628028,0.0003308259,0.0005422878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004294128,0.002902625,0.01401212,0.0009204207,0.00003404987,0.0003515561,0.01477493,0.0003265608,0.00270149,0.001836355,0.021018,0.9406924],"study_design_scores_gemma":[0.002276979,0.02837789,0.3613386,0.009296842,0.001196775,0.003117097,0.1081925,0.01420337,0.02990573,0.02534994,0.4161257,0.0006185384],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8578011,0.002460329,0.02739517,0.0426339,0.002521486,0.005743213,0.0008252488,0.002881419,0.05773813],"genre_scores_gemma":[0.8915592,0.00425826,0.07804631,0.005621373,0.0006623978,0.003588365,0.000601112,0.0001592863,0.01550379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005275506,"threshold_uncertainty_score":0.02414745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146980511460777,"score_gpt":0.4752367724556201,"score_spread":0.3605387213095425,"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."}}