{"id":"W2995781996","doi":"10.3390/tropicalmed4040146","title":"The Impact of Funding on Childhood TB Case Detection in Pakistan","year":2019,"lang":"en","type":"article","venue":"Tropical Medicine and Infectious Disease","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Case finding; Medicine; Psychological intervention; Pediatrics; Demography; Geography; Tuberculosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000211775,0.000118737,0.0003209713,0.000154121,0.00007561169,0.00000501977,0.00003075078,0.00005619602,0.0001245067],"category_scores_gemma":[0.001120788,0.00006027381,0.00009670846,0.0002027766,0.0001643205,0.00003462804,0.00002050634,0.0003100128,0.00001332866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001096159,"about_ca_system_score_gemma":0.00006170219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317519,"about_ca_topic_score_gemma":0.0001620938,"domain_scores_codex":[0.9989312,0.0001489223,0.0002825805,0.0001954416,0.0001476673,0.0002941566],"domain_scores_gemma":[0.9986843,0.0005808649,0.00005265372,0.0002277656,0.00004169958,0.0004127434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001049868,0.0002337414,0.975017,0.00006000244,0.00006897943,0.0003138186,0.00009811884,0.00001952671,0.0005221569,0.0006149363,0.0002696737,0.0217322],"study_design_scores_gemma":[0.002704455,0.004222023,0.9905544,0.0001181731,0.000038599,0.0003418757,0.0001203524,0.0010256,0.00002251413,0.0005550852,0.0002399701,0.00005696252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953685,0.0005625575,0.00001898574,0.001511423,0.00007907702,0.0004068035,0.00000311028,0.00002107467,0.002028439],"genre_scores_gemma":[0.9989346,0.0004380184,0.000001244762,0.0003873565,0.0001745316,0.000017096,0.00000346727,0.00000960847,0.00003412316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02167523,"threshold_uncertainty_score":0.2457895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995722084054419,"score_gpt":0.3740102154825939,"score_spread":0.3540529946420497,"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."}}