{"id":"W3112755431","doi":"10.21203/rs.3.rs-99720/v1","title":"An Analysis of the Quality of New-Born Health Services in Nampula, Mozambique.","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research; Global Affairs Canada; International Development Research Centre","keywords":"Quality (philosophy); Business; Political science; Economic growth; Economics; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.04344364,0.0005157897,0.003323762,0.005226918,0.000444808,0.0002453153,0.003790525,0.0009775788,0.0003521493],"category_scores_gemma":[0.001329936,0.0004145196,0.00110028,0.009685786,0.0006209678,0.0003089357,0.002602036,0.005169347,0.00007972518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001883922,"about_ca_system_score_gemma":0.003587918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6103474,"about_ca_topic_score_gemma":0.08150814,"domain_scores_codex":[0.9837916,0.005012424,0.004593797,0.002110313,0.002235446,0.002256398],"domain_scores_gemma":[0.9908898,0.0006664554,0.001731598,0.003841411,0.00168019,0.001190502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003671536,0.001332786,0.8710436,0.029489,0.001247546,0.00001611521,0.02907468,0.005322633,0.0001369141,0.05042747,0.0006886524,0.01085348],"study_design_scores_gemma":[0.0007042913,0.0007005365,0.942425,0.001621144,0.000008523441,4.868672e-7,0.006706439,0.01337902,0.0001056926,0.03104789,0.002869096,0.0004319131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691426,0.008398299,0.0004382392,0.01220544,0.0004157324,0.004440113,0.003313409,0.00005505136,0.001591175],"genre_scores_gemma":[0.9959099,0.002360024,0.00020549,0.0001050821,0.0003210698,0.0002181781,0.0003696804,0.00009419626,0.0004163681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5288392,"threshold_uncertainty_score":0.9998307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2792156871566202,"score_gpt":0.491253716696382,"score_spread":0.2120380295397618,"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."}}