{"id":"W4289520339","doi":"10.1186/s13063-022-06587-0","title":"GeneXpert or chest-X-ray or tuberculin skin testing for household contact assessment (GXT): protocol for a cluster-randomized trial","year":2022,"lang":"en","type":"article","venue":"Trials","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Canadian Institutes of Health Research; McGill University Health Centre; Ministério da Saúde; McGill University","keywords":"Medicine; Tuberculin; GeneXpert MTB/RIF; Tuberculosis; Cluster (spacecraft); Incidence (geometry); Pediatrics; Internal medicine; Emergency medicine; Mycobacterium tuberculosis; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.03337405,0.007205042,0.01261405,0.002037903,0.002723044,0.004397532,0.003617099,0.005693671,0.09345933],"category_scores_gemma":[0.030058,0.003297882,0.007522975,0.003074103,0.003667139,0.002835057,0.00234986,0.007779683,0.01523934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005536041,"about_ca_system_score_gemma":0.01355554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003234727,"about_ca_topic_score_gemma":0.0040135,"domain_scores_codex":[0.9826835,0.0105866,0.001527166,0.00183199,0.001497967,0.00187281],"domain_scores_gemma":[0.9870176,0.003596039,0.002491269,0.002350342,0.002906655,0.001638041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.924076,0.008485937,0.0005565019,0.01552087,0.002956237,0.0001845292,0.0002499832,0.003155913,0.001386315,0.004146773,0.02083429,0.01844678],"study_design_scores_gemma":[0.9544344,0.01677089,0.0008934664,0.001906159,0.0009698888,0.00003924734,0.00006838776,0.002058737,0.000482592,0.002580388,0.01971618,0.00007967838],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001544434,0.0002197088,0.001413394,0.0001596603,0.0003837364,0.9941927,0.001314793,0.0001109483,0.0006606954],"genre_scores_gemma":[0.001421687,0.00008010261,0.001412026,0.0001100011,0.00003722276,0.9964095,0.0001517971,0.000007116701,0.0003705778],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09345933,"threshold_uncertainty_score":0.3126526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3838525248427123,"score_gpt":0.5174875424783654,"score_spread":0.1336350176356531,"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."}}