{"id":"W3134226126","doi":"10.21203/rs.3.rs-222720/v1","title":"Inequalities in Access to Tuberculosis Services in South Africa: Does Gender Matter?","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Health Canada; International Development Research Centre","keywords":"Inequality; Tuberculosis; Gender inequality; Geography; Mathematics; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001291085,0.0001939123,0.0002927428,0.0009719983,0.001016974,0.001164579,0.0003217704,0.0003461716,0.004484381],"category_scores_gemma":[0.005557644,0.0001637193,0.0002662077,0.001827318,0.001306819,0.001145764,0.001420252,0.000518175,0.0001101363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001166362,"about_ca_system_score_gemma":0.001104068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03355432,"about_ca_topic_score_gemma":0.0415776,"domain_scores_codex":[0.9988009,0.0005019788,0.00006434722,0.0001088564,0.0001449089,0.0003790778],"domain_scores_gemma":[0.9975438,0.001166429,0.0008122368,0.00004971185,0.0001313361,0.0002966476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001177542,0.00004519661,0.9525859,0.0001640381,0.00007646172,0.0003818841,0.03192367,0.0001061644,0.0003943581,0.001732271,0.0005133498,0.01195892],"study_design_scores_gemma":[0.000006503,0.00005582466,0.9475524,0.0002513292,0.0000305127,0.0002153888,0.04938005,0.0002792258,0.00008496015,0.0007992895,0.001332184,0.00001222888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963695,0.0007932049,0.00006980699,0.001204411,0.00001237485,0.000006373501,0.0001159994,6.934537e-7,0.001427741],"genre_scores_gemma":[0.9997225,0.0001590222,0.00001229796,0.0000370939,0.000003675832,0.000002265718,0.00001276647,4.119267e-7,0.00004990431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03355432,"threshold_uncertainty_score":0.06671804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2382969408375808,"score_gpt":0.5370586674390321,"score_spread":0.2987617266014513,"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."}}