{"id":"W6977108264","doi":"10.60692/q8xsm-hwc47","title":"Computer-aided X-ray screening for tuberculosis and HIV testing among adults with cough in Malawi (the PROSPECT study): A randomised trial and cost-effectiveness analysis","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Tuberculosis; Blinding; Sputum; Human immunodeficiency virus (HIV); HIV screening; Randomized controlled trial; Placebo; Confidence interval","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":[0.004849343,0.00154096,0.00249524,0.0006424966,0.0003459911,0.0009947669,0.0008232504,0.001560682,0.0058078],"category_scores_gemma":[0.00621673,0.0007480426,0.003841142,0.0005815745,0.001516773,0.001122001,0.001053943,0.00199195,0.0003768307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137096,"about_ca_system_score_gemma":0.00141696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002802097,"about_ca_topic_score_gemma":0.003801078,"domain_scores_codex":[0.995862,0.003269255,0.0002226061,0.0001916563,0.0001549889,0.0002994635],"domain_scores_gemma":[0.9968504,0.001588129,0.000763893,0.0001963249,0.0001486764,0.0004526369],"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":[0.9735451,0.005278728,0.001213126,0.001780934,0.002415694,0.00004707742,0.00008921423,0.0007261076,0.0005248814,0.0002933413,0.0002662617,0.01381948],"study_design_scores_gemma":[0.9371111,0.05740558,0.001738864,0.0001847858,0.001773763,0.00003151358,0.00004115849,0.000844517,0.0001491416,0.0002746544,0.0004292784,0.00001565566],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756614,0.00727796,0.001215167,0.0007837677,0.0004807138,0.01231486,0.0008265374,0.00004484244,0.001394799],"genre_scores_gemma":[0.982595,0.002711985,0.002066713,0.0004373913,0.0003185927,0.01037867,0.000386171,0.000006772226,0.001098676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0058078,"threshold_uncertainty_score":0.02564609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05787013551193781,"score_gpt":0.29424649142842,"score_spread":0.2363763559164822,"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."}}