{"id":"W2963814340","doi":"10.5588/pha.18.0091","title":"Costs and operation management of community outreach program for tuberculosis in tribal populations in India","year":2019,"lang":"en","type":"article","venue":"Public Health Action","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Government of Canada","keywords":"Medicine; Tuberculosis; Outreach; Workload; Sputum; Population; Activity-based costing; Family medicine; Environmental health; Pathology; Management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007811654,0.0003881314,0.0001398898,0.0006548146,0.0007416702,0.000930484,0.001024381,0.0003248187,0.001798293],"category_scores_gemma":[0.004018955,0.0001595543,0.0003024303,0.0005852423,0.0004457743,0.0005323856,0.0010199,0.0003606017,0.0001447603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003457442,"about_ca_system_score_gemma":0.003348358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02922192,"about_ca_topic_score_gemma":0.03943579,"domain_scores_codex":[0.9982541,0.0008759325,0.00007688204,0.00008414683,0.0002640214,0.0004448307],"domain_scores_gemma":[0.9973325,0.0005736268,0.0009837103,0.00008516068,0.0003380586,0.0006870101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007233369,0.001775708,0.8980462,0.000364426,0.0001251495,0.001076078,0.002012245,0.006327076,0.001604109,0.0005144764,0.001693054,0.08573808],"study_design_scores_gemma":[0.00004329453,0.001481855,0.9870312,0.00006522271,0.0000559113,0.0004289847,0.005453245,0.003874122,0.0004587435,0.0001696566,0.0009175427,0.00002022653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986024,0.00008492924,0.00007865691,0.0001990262,0.000005527323,0.00005328327,0.000139454,0.00000935498,0.0008273345],"genre_scores_gemma":[0.999361,0.00006983132,0.000205759,0.00003674,0.00000575534,0.00003069487,0.00007310866,0.000001428511,0.0002157491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02922192,"threshold_uncertainty_score":0.05810368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1882745096577793,"score_gpt":0.4757611788074023,"score_spread":0.287486669149623,"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."}}