{"id":"W3020622289","doi":"10.5588/pha.19.0037","title":"Rapid TB diagnostic service and community action to FIND.TREAT.ALL#EndTB, Maputo, Mozambique, 2013–2018","year":2020,"lang":"en","type":"article","venue":"Public Health Action","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Carraresi Foundation; Vlaamse regering; Vlaamse Overheid","keywords":"Medicine; Tuberculosis; Humanities; Pediatrics; Pathology","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":[0.000959485,0.000341142,0.0001285933,0.0005390088,0.001115319,0.0008797986,0.0004450031,0.0005740457,0.01032566],"category_scores_gemma":[0.002773453,0.0003215402,0.0002358692,0.0004784892,0.0005485924,0.0004623966,0.001201047,0.0007690789,0.001124977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004287811,"about_ca_system_score_gemma":0.008986345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2934043,"about_ca_topic_score_gemma":0.3943081,"domain_scores_codex":[0.999451,0.0001332206,0.0000150582,0.00004768829,0.00009335329,0.0002596334],"domain_scores_gemma":[0.9987978,0.0001755765,0.0002984766,0.0000333,0.0002900543,0.0004047741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008358301,0.0005853768,0.4512276,0.003123223,0.0001587585,0.001737623,0.01158002,0.001038435,0.0135965,0.002828335,0.1473815,0.3659068],"study_design_scores_gemma":[0.0001510053,0.0004349845,0.842458,0.0006308668,0.00008083839,0.0003766514,0.00509946,0.0007127337,0.001450982,0.0002599543,0.1483139,0.00003061451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8122694,0.01454506,0.003592174,0.05579929,0.0007486201,0.003497417,0.02978994,0.0007393623,0.07901881],"genre_scores_gemma":[0.9472721,0.005162542,0.005163921,0.004963099,0.0001427977,0.001359719,0.00404836,0.00004480241,0.03184253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2934043,"threshold_uncertainty_score":0.583393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1495894491944105,"score_gpt":0.3201859310702856,"score_spread":0.1705964818758751,"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."}}