{"id":"W6957794112","doi":"10.60692/ed28w-fkr13","title":"Community Health Worker Evaluation of Implementing an mHealth Application to Support Maternal Health Care in Rural India","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"mHealth; Community health workers; Asha; Likert scale; Health care; Community health; Qualitative research; Scale (ratio); Rural health","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":[],"consensus_categories":[],"category_scores_codex":[0.01638323,0.0001404434,0.0003737982,0.0007092863,0.000496879,0.0003755744,0.0004400322,0.00006186482,0.00007299866],"category_scores_gemma":[0.0001440908,0.0001213326,0.00005210438,0.001553856,0.00001875999,0.001317753,0.0002459484,0.0001984675,0.0002114087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086813,"about_ca_system_score_gemma":0.001757625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003735966,"about_ca_topic_score_gemma":0.001735092,"domain_scores_codex":[0.992551,0.002480725,0.001990188,0.0002062193,0.002304208,0.000467684],"domain_scores_gemma":[0.9954539,0.00002659571,0.0009811586,0.0007914845,0.002486125,0.000260743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001752227,0.00001761314,0.4912562,0.0002824375,0.00001058841,5.47585e-7,0.3930693,0.001181646,0.00000485563,0.0002718968,0.0005073198,0.1132223],"study_design_scores_gemma":[0.0008434661,0.0004690014,0.5615968,0.0001323009,0.00000319732,0.00001104399,0.430211,0.006288282,0.0001671955,0.00001849916,0.0001667092,0.00009256293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880757,0.00001025569,0.008258121,0.0005699048,0.0001655146,0.001188665,0.0002684525,0.00003454536,0.001428878],"genre_scores_gemma":[0.9986969,1.181496e-7,0.0003512235,0.0003236187,0.00004791986,0.0001699379,0.0003689607,0.000007147061,0.00003420034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1131298,"threshold_uncertainty_score":0.5678133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.146452390189256,"score_gpt":0.4498216168959669,"score_spread":0.3033692267067108,"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."}}