{"id":"W6902060195","doi":"10.6084/m9.figshare.26597654","title":"Additional file 4 of Exploring the accuracy of self-reported maternal and newborn care in select studies from low and middle-income country settings: do respondent and facility characteristics affect measurement?","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Respondent; Affect (linguistics); Sensitivity (control systems); Census","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004030722,0.0009537716,0.001438045,0.004114185,0.0009221309,0.001556655,0.002022899,0.001266554,0.8024833],"category_scores_gemma":[0.08218861,0.0006759907,0.001500102,0.006150302,0.0002867466,0.002404048,0.001408287,0.0008163163,0.05254085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264855,"about_ca_system_score_gemma":0.002096636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01476102,"about_ca_topic_score_gemma":0.02544056,"domain_scores_codex":[0.9977781,0.0006059132,0.0006612625,0.0003298738,0.0003693358,0.0002556132],"domain_scores_gemma":[0.9075339,0.07526699,0.007811428,0.002894119,0.005613497,0.0008801602],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004789623,0.00008859675,0.01268544,0.01102724,0.0002492454,0.00008103675,0.0001441939,0.00042824,0.00009640006,0.001044526,0.9658246,0.007851441],"study_design_scores_gemma":[0.01922246,0.000672421,0.2722327,0.02537996,0.00200075,0.001268402,0.001914587,0.004342646,0.001277452,0.01472812,0.6565708,0.0003897526],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0004138432,0.00003965188,0.0001618875,0.0001606347,0.00001421456,0.0001429542,0.9981116,0.0001015409,0.0008536786],"genre_scores_gemma":[0.03308533,0.0003628651,0.005762413,0.001435282,0.0001673295,0.00902782,0.9363665,0.0006158793,0.01317645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9959693,"threshold_uncertainty_score":0.2817335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05760512977631135,"score_gpt":0.2870368613844335,"score_spread":0.2294317316081221,"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."}}