{"id":"W2141435868","doi":"10.1093/infdis/jir013","title":"Mycobacterial Factors Relevant for Transmission of Tuberculosis","year":2011,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Rijksinstituut voor Volksgezondheid en Milieu","keywords":"Tuberculosis; Transmission (telecommunications); Mycobacterium tuberculosis; Virology; Disease transmission; Biology; Medicine; Microbiology; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007659895,0.0003441655,0.0003008036,0.0008725368,0.0005862466,0.0008658788,0.0002728314,0.0007247653,0.004367082],"category_scores_gemma":[0.007570904,0.0001506226,0.0002994952,0.00111839,0.0005196842,0.0003828468,0.0004120521,0.0007395345,0.0003337554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003429748,"about_ca_system_score_gemma":0.0005513309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001213937,"about_ca_topic_score_gemma":0.0009307257,"domain_scores_codex":[0.9990238,0.0004439323,0.0001202667,0.0001173865,0.0001813556,0.0001132664],"domain_scores_gemma":[0.9935615,0.002330327,0.002978499,0.0002091773,0.0002391339,0.0006814059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009876906,0.00005221847,0.9957526,0.00005121199,0.00004330769,0.0003040294,0.00005488348,0.00005331403,0.0003366066,0.00005771531,0.00009930979,0.003095977],"study_design_scores_gemma":[0.000005156535,0.0001144435,0.9964876,0.00005529609,0.00005631421,0.002404438,0.0001087178,0.0001378586,0.0001389415,0.0001218091,0.0003650531,0.000004418014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865543,0.009243826,0.0004400872,0.0005921809,0.00003830964,0.0000358495,0.0001901045,0.00001210771,0.002893215],"genre_scores_gemma":[0.9984896,0.0009712581,0.0002657572,0.00005565667,0.00007848175,0.000005995126,0.00006189276,0.000002174706,0.000069134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004367082,"threshold_uncertainty_score":0.01460934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03394708921261183,"score_gpt":0.3051081606822034,"score_spread":0.2711610714695916,"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."}}