{"id":"W3022280713","doi":"10.1002/hsr2.158","title":"How are high burden countries implementing policies and tools for latent tuberculosis infection? A survey of current practices and barriers","year":2020,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Montreal General Hospital","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Tuberculosis; Latent tuberculosis; Rifapentine; Guideline; Environmental health; Family medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005025505,0.0001100028,0.0004507958,0.0001321997,0.0004197663,0.0001532905,0.0000416263,0.0000355185,0.000006041497],"category_scores_gemma":[0.01997293,0.00008547535,0.0000303127,0.000421295,0.0004663229,0.0005910856,0.0001209569,0.0001385907,1.547573e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007628234,"about_ca_system_score_gemma":0.001060701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01111519,"about_ca_topic_score_gemma":0.0007953956,"domain_scores_codex":[0.9979671,0.00009611946,0.0004966008,0.0004456385,0.0004049001,0.000589611],"domain_scores_gemma":[0.9971868,0.0004533468,0.0009426379,0.0001678301,0.0004976523,0.0007517381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004824027,0.00000990712,0.9923493,0.0008878776,0.00001849147,0.000005142277,0.0005042795,0.00000243172,0.0003164576,0.00008392689,0.001046632,0.004727266],"study_design_scores_gemma":[0.0002361112,0.0004549584,0.9863346,0.0001022092,0.00001969817,0.0001511206,0.0005058372,0.0004377114,0.0003369171,0.00003592958,0.01131354,0.00007133515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9215624,0.001863347,0.00006441676,0.07561476,0.00009235554,0.0007422701,0.00003069976,0.00002022703,0.000009516906],"genre_scores_gemma":[0.9945197,0.003973715,0.0002239157,0.001115982,0.00009296778,0.00004502938,0.00001672814,0.000006743778,0.000005230678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07449878,"threshold_uncertainty_score":0.9954699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1657691105595617,"score_gpt":0.4547145492892319,"score_spread":0.2889454387296702,"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."}}