{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001044793,0.0003982903,0.0004767874,0.001020423,0.002074058,0.001618666,0.001276813,0.0008215115,0.001824866],"category_scores_gemma":[0.002020023,0.0009327257,0.001078717,0.001885174,0.0006818004,0.0008758286,0.001728776,0.00220445,0.0008379435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644111,"about_ca_system_score_gemma":0.001838553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1345453,"about_ca_topic_score_gemma":0.1280496,"domain_scores_codex":[0.9988931,0.0002665676,0.00009144319,0.0001963912,0.0002031001,0.0003493662],"domain_scores_gemma":[0.997919,0.0002492033,0.0006025508,0.000305816,0.0004064314,0.0005169855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005373013,0.0001522126,0.9967435,0.00001386895,0.00005605125,0.0001199018,0.00166944,0.00002020296,0.00009773331,0.00002209928,0.0003469009,0.0007044134],"study_design_scores_gemma":[0.000008610558,0.00006573387,0.9962315,0.00001802849,0.00004298428,0.0001295207,0.003156785,0.00008560756,0.00003102029,0.00001269731,0.0002067809,0.00001075534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984196,0.00005758703,0.00006030771,0.0001387501,0.000005450231,0.00002552177,0.0008756663,0.000004899231,0.0004121807],"genre_scores_gemma":[0.9986284,0.00009197188,0.00009095301,0.0001382231,0.000005458779,0.00004317725,0.0007578652,0.000004015313,0.0002399897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1345453,"threshold_uncertainty_score":0.2675244,"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."}}