{"id":"W4390826513","doi":"10.3389/fmed.2023.1265476","title":"Human resource implications of expanding latent tuberculosis patient care activities","year":2024,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; BC Centre for Disease Control; University of British Columbia; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Latent tuberculosis; Medicine; Intervention (counseling); Tuberculosis; Health care; Environmental health; Scale (ratio); Medical emergency; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004460054,0.0003694265,0.0002116747,0.0006221466,0.0008534461,0.00140963,0.00103741,0.0007027086,0.007997151],"category_scores_gemma":[0.01581689,0.0002048385,0.0006289665,0.001091035,0.0009464353,0.0008676966,0.0024366,0.0004332105,0.0003242312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002945612,"about_ca_system_score_gemma":0.003995588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02053785,"about_ca_topic_score_gemma":0.02258256,"domain_scores_codex":[0.9922689,0.005452606,0.0001714679,0.0003465568,0.0004349283,0.001325499],"domain_scores_gemma":[0.9856679,0.007911684,0.003280368,0.0003807315,0.0009389096,0.001820235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001420913,0.001663944,0.826785,0.001372104,0.0004082468,0.0007904189,0.003972805,0.007462383,0.001345888,0.003251021,0.004711182,0.1468161],"study_design_scores_gemma":[0.00005099441,0.0008741509,0.9862559,0.0003294009,0.0000771284,0.0001187559,0.005870555,0.001817432,0.0003398002,0.001113316,0.003134093,0.00001842241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759086,0.001958658,0.001278898,0.007268279,0.00009179193,0.0002142778,0.001826304,0.00002231767,0.01143086],"genre_scores_gemma":[0.9984435,0.0002459988,0.0003993326,0.0003004587,0.00002261147,0.00009091051,0.0001632808,0.000002661624,0.0003312284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02053785,"threshold_uncertainty_score":0.04083663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02893448390714736,"score_gpt":0.3493022029918381,"score_spread":0.3203677190846907,"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."}}