{"id":"W6976844702","doi":"10.6084/m9.figshare.11999247.v1","title":"Additional file 1 of Assessing quality of newborn care at district facilities in Malawi","year":2020,"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":"University of British Columbia","funders":"","keywords":"Quality (philosophy); Quality assessment; Data collection; MEDLINE; Health care; Data quality","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001065828,0.0005393922,0.0006392868,0.002193721,0.0007157087,0.000936724,0.001174403,0.0005597331,0.7523634],"category_scores_gemma":[0.02065041,0.0003461026,0.0005203938,0.004769585,0.0001755483,0.001293769,0.0008980001,0.0006487364,0.05024954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0013161,"about_ca_system_score_gemma":0.002003981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03703339,"about_ca_topic_score_gemma":0.0519933,"domain_scores_codex":[0.9991949,0.0001922884,0.0001656917,0.0001278149,0.0001742121,0.0001450208],"domain_scores_gemma":[0.9866337,0.007375385,0.002125825,0.0005502813,0.002868613,0.0004462212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001293434,0.00006524823,0.00647219,0.001364583,0.00003050134,0.00004155864,0.0001080406,0.0002776256,0.00002875571,0.0006247601,0.9844998,0.006357602],"study_design_scores_gemma":[0.004687216,0.0004059508,0.2304,0.007317606,0.0002607967,0.0005674461,0.002290407,0.002587789,0.0006799395,0.006006151,0.7446416,0.000155062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003362168,0.000008926406,0.00006257527,0.0000684227,0.000008289144,0.0000817812,0.9982503,0.00003205164,0.001151334],"genre_scores_gemma":[0.02385614,0.0001747835,0.001871231,0.0004057552,0.00008802237,0.00285266,0.9591405,0.0001716928,0.01143929],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7523634,"threshold_uncertainty_score":0.3532234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08333017977554837,"score_gpt":0.3247936568979121,"score_spread":0.2414634771223638,"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."}}