{"id":"W7064980681","doi":"","title":"Delivery Care at Mangochi District Hospital, Malawi","year":2020,"lang":"en","type":"dissertation","venue":"Skemman","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Lagging; Childbirth; Birth attendant; District hospital; Health care; Millennium Development Goals; Population; Maternity care; Standardized mortality ratio","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003089728,0.000204449,0.000117955,0.0004160899,0.001202593,0.001083993,0.0004114714,0.0002374747,0.06157161],"category_scores_gemma":[0.001503685,0.0002098527,0.000127254,0.0006650783,0.000400373,0.0005840092,0.00202228,0.0006717908,0.003935901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002336087,"about_ca_system_score_gemma":0.004407365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04728842,"about_ca_topic_score_gemma":0.05571462,"domain_scores_codex":[0.9995709,0.00008516692,0.00004713265,0.00007075295,0.0000469664,0.0001790011],"domain_scores_gemma":[0.9988883,0.0001130999,0.0002500183,0.00004144825,0.0002004581,0.0005067371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005045692,0.0003067034,0.5062488,0.002375218,0.00005888435,0.00620792,0.01001605,0.0003682133,0.00243668,0.003683373,0.1769841,0.2908096],"study_design_scores_gemma":[0.00008386181,0.0003809564,0.7846792,0.00141928,0.00003769077,0.003687271,0.01018893,0.000564503,0.0008186913,0.000643569,0.1974489,0.00004705091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8003613,0.01278343,0.00238524,0.04179146,0.0009449518,0.001979695,0.03705654,0.0007914664,0.101906],"genre_scores_gemma":[0.9226831,0.005871727,0.002091954,0.004932209,0.000343663,0.0007208014,0.005842777,0.0000702352,0.05744364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06157161,"threshold_uncertainty_score":0.2059775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007573486242561915,"score_gpt":0.2248383542320196,"score_spread":0.2172648679894577,"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."}}