{"id":"W2898955867","doi":"10.1371/journal.pone.0206245","title":"Knowledge about tuberculosis and infection prevention behavior: A nine city longitudinal study from India","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Tuberculosis; Infection control; Health literacy; Health education; Transmission (telecommunications); Literacy; Family medicine; Health care; Public health; Surgery; Pathology; Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005164162,0.0001662536,0.0004789158,0.000191313,0.000155407,0.00002248869,0.00005620798,0.0001456048,0.001016815],"category_scores_gemma":[0.0005951205,0.000146451,0.00006682424,0.0002488215,0.0001654374,0.0001298441,0.0001222778,0.0003302653,0.0002152124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001042198,"about_ca_system_score_gemma":0.0000519151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00214386,"about_ca_topic_score_gemma":0.002725358,"domain_scores_codex":[0.9983565,0.0002583206,0.0003222475,0.0004456788,0.0002789911,0.0003382342],"domain_scores_gemma":[0.9989655,0.0001285638,0.00007152056,0.0003219865,0.0002502432,0.000262194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000220135,0.008947216,0.9773057,0.00004868537,0.000651172,0.00001266693,0.0004319409,1.059319e-8,0.007365321,0.000007110575,0.000518846,0.004491244],"study_design_scores_gemma":[0.001636627,0.003422831,0.9906219,0.0001757446,0.001002819,0.000009336508,0.00003681902,0.00009184929,0.002727384,0.00006977915,0.00007871449,0.0001261913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966566,0.0004571762,0.00003287716,0.0002656205,0.0000593768,0.001047657,0.00001689013,0.00009051344,0.00137332],"genre_scores_gemma":[0.9977031,0.0003144196,0.000440819,0.00007086233,0.0005767778,0.0002227307,0.00005739865,0.00002057666,0.0005933439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01331625,"threshold_uncertainty_score":0.9998964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1315596875471833,"score_gpt":0.3797254179942233,"score_spread":0.24816573044704,"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."}}