{"id":"W4367669363","doi":"10.1001/jamanetworkopen.2023.12114","title":"Screening for Latent Tuberculosis Infection","year":2023,"lang":"en","type":"letter","venue":"JAMA Network Open","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Latent tuberculosis; Task force; Psychology; Medicine; Psychoanalysis; Gerontology; Tuberculosis; Mycobacterium tuberculosis; Political science","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":[0.002800296,0.0005360055,0.0009876032,0.001682192,0.001701325,0.00089906,0.0007334218,0.005951123,0.009351609],"category_scores_gemma":[0.01274548,0.0003902279,0.0005342432,0.0008107902,0.0008544811,0.0009433522,0.0007283803,0.005596709,0.005088921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001645785,"about_ca_system_score_gemma":0.003222106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02424781,"about_ca_topic_score_gemma":0.0330497,"domain_scores_codex":[0.9977586,0.0007596698,0.0002403464,0.0002141335,0.0006612115,0.0003660036],"domain_scores_gemma":[0.9935843,0.001884596,0.0005191541,0.000271095,0.002141508,0.001599356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005152751,0.0000853079,0.02062932,0.00009523041,0.0000177911,0.0008587533,0.00008194637,0.00003057659,0.0002813576,0.0004594965,0.9308103,0.04659835],"study_design_scores_gemma":[0.0004819657,0.0006007144,0.255266,0.00820563,0.0001641985,0.01021854,0.001229879,0.001210524,0.00076531,0.007159238,0.7145581,0.0001400195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01025979,0.01946367,0.0004736076,0.881702,0.01558278,0.0003685359,0.002269966,0.0001959999,0.06968365],"genre_scores_gemma":[0.1354273,0.05315655,0.001780794,0.6799202,0.06861965,0.001577568,0.003418961,0.0001251293,0.05597378],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02424781,"threshold_uncertainty_score":0.0482133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1149326330989149,"score_gpt":0.3840751454294219,"score_spread":0.269142512330507,"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."}}