{"id":"W3136887518","doi":"10.29392/001c.21377","title":"Can clinical vignettes administered by mobile phone call be used to measure quality of contraceptive care practices in Malawi?","year":2021,"lang":"en","type":"article","venue":"Journal of Global Health Reports","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins Bloomberg School of Public Health; Global Affairs Canada; Johns Hopkins University","keywords":"Mobile phone; Medicine; Phone; Pill; Family medicine; Quality (philosophy); Proxy (statistics); Service provider; Gold standard (test); Nursing; Service (business); Business; Computer science; Marketing; Telecommunications; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.01135487,0.0002976237,0.0003545416,0.001765539,0.000645381,0.001738376,0.0007910388,0.0007740227,0.00184493],"category_scores_gemma":[0.08238881,0.0004611087,0.0004640978,0.001639017,0.00101886,0.001707803,0.001346287,0.0006936626,0.0002809608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002233702,"about_ca_system_score_gemma":0.001336496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01474958,"about_ca_topic_score_gemma":0.02291927,"domain_scores_codex":[0.988492,0.008285485,0.0008434812,0.0005043831,0.001296237,0.0005784379],"domain_scores_gemma":[0.9499663,0.0257587,0.01793717,0.001679881,0.003435425,0.001222512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001060026,0.0001771226,0.9784283,0.0001756849,0.00005032987,0.00005294285,0.002575816,0.0002123518,0.0001047102,0.0001046713,0.0005624333,0.01744967],"study_design_scores_gemma":[0.0000283905,0.000566322,0.9895369,0.0003253889,0.00003876885,0.0002109729,0.003762585,0.003240941,0.0003299582,0.0002572821,0.001677616,0.00002488415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944454,0.000524102,0.001557372,0.0009443171,0.00001966105,0.0004633502,0.0004202299,0.00002326118,0.001602227],"genre_scores_gemma":[0.9959009,0.0003272718,0.002933817,0.0002439032,0.00001409438,0.0003017976,0.0001845974,0.000002858337,0.00009066179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01474958,"threshold_uncertainty_score":0.06005096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1053895225888014,"score_gpt":0.4907707270997642,"score_spread":0.3853812045109629,"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."}}