{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001585893,0.0002008855,0.000240366,0.0001072144,0.0002183397,0.00005796325,0.0001838473,0.0001831504,0.00004953794],"category_scores_gemma":[0.0008873396,0.0002159995,0.00002464108,0.0005353373,0.00002444333,0.000480956,0.00009245847,0.0008805613,0.00009902171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003982308,"about_ca_system_score_gemma":0.00001836516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005835177,"about_ca_topic_score_gemma":0.000288859,"domain_scores_codex":[0.9987438,0.0001111036,0.0002845728,0.000218583,0.0001520291,0.0004899566],"domain_scores_gemma":[0.9987127,0.0003768592,0.00006845365,0.0003117432,0.00006454987,0.0004656499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004930409,0.000181985,0.0004799352,0.002290653,0.0000754079,0.0000035023,0.002404784,0.003476444,0.09408447,0.00009757221,0.06549315,0.8313628],"study_design_scores_gemma":[0.00119997,0.0006706557,0.02140338,0.0001071581,0.00002911162,0.00004243725,0.003291704,0.01920427,0.07247088,0.0008461997,0.8798237,0.0009105767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8909585,0.0004364345,0.00805671,0.09644578,0.0003082912,0.0005410154,0.00003411122,0.002747209,0.0004718787],"genre_scores_gemma":[0.9898456,0.002249627,0.001362683,0.006183135,0.0001416923,0.0000867303,0.00006559732,0.00004552383,0.00001941879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8304522,"threshold_uncertainty_score":0.8808204,"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."}}