{"id":"W6977473190","doi":"10.6084/m9.figshare.c.6700959","title":"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":"other","venue":"Figshare","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Respondent; Psychological intervention; Intervention (counseling); Bivariate analysis; Receipt; Affect (linguistics); Univariate; Health care","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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2952738,0.001273871,0.002526252,0.008354017,0.001332606,0.005375053,0.004274146,0.002249856,0.001680808],"category_scores_gemma":[0.5593772,0.001392856,0.005597339,0.01180166,0.00330596,0.004169807,0.005449256,0.001329935,0.0002147673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002249742,"about_ca_system_score_gemma":0.003297784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01191172,"about_ca_topic_score_gemma":0.01246079,"domain_scores_codex":[0.5705926,0.2988705,0.09009059,0.01709622,0.02040937,0.002940662],"domain_scores_gemma":[0.3238501,0.4986911,0.1120737,0.03745133,0.02673308,0.001200588],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003491626,0.00005776166,0.9560254,0.008158926,0.01320834,0.0001006528,0.004436385,0.0007961989,0.000196489,0.0008353814,0.0007665328,0.0150688],"study_design_scores_gemma":[0.0002497733,0.001077042,0.9430516,0.0163696,0.01370284,0.0007917012,0.006757354,0.003779715,0.002338913,0.003133288,0.008557919,0.0001902246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8507189,0.07650385,0.04685919,0.004995693,0.0007473987,0.002585877,0.01138536,0.0001076394,0.006096116],"genre_scores_gemma":[0.982971,0.002588387,0.009360857,0.001153637,0.000130487,0.001957802,0.00166001,0.00003978418,0.000138052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7047262,"threshold_uncertainty_score":0.8690529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09630513106347485,"score_gpt":0.2908538359907746,"score_spread":0.1945487049272998,"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."}}