{"id":"W6920981312","doi":"10.6084/m9.figshare.26554436","title":"Additional file 2 of Impact of molecular diagnostic tests on diagnostic and treatment delays in tuberculosis: a systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Diagnostic test; Diagnostic accuracy; Medical diagnosis; Diagnostic equipment; MEDLINE","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005053233,0.001596928,0.003307669,0.004651152,0.0006431347,0.002311623,0.001986186,0.001731476,0.8504331],"category_scores_gemma":[0.08135249,0.001098965,0.004725163,0.007665226,0.0003459936,0.002904808,0.001527043,0.001120924,0.04469774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001646998,"about_ca_system_score_gemma":0.003388445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005483626,"about_ca_topic_score_gemma":0.01247777,"domain_scores_codex":[0.9975533,0.0006750236,0.0007362559,0.0004138414,0.0004066391,0.0002149385],"domain_scores_gemma":[0.9240687,0.06474413,0.005212371,0.001471963,0.003979581,0.0005232619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002926189,0.0001461379,0.004395378,0.2880409,0.002840244,0.0002225249,0.0001972635,0.001702618,0.0003409575,0.002965993,0.6759911,0.02023061],"study_design_scores_gemma":[0.08293869,0.001579285,0.05045158,0.1085205,0.01700166,0.001293018,0.0007108885,0.007550072,0.001803159,0.03346058,0.6940591,0.0006314509],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.0003595517,0.0003642757,0.0003908689,0.0002477098,0.00005489844,0.0006393329,0.9968243,0.0002678147,0.0008513909],"genre_scores_gemma":[0.03606103,0.002953989,0.02358473,0.00358189,0.0006227497,0.05008525,0.8494315,0.001854158,0.03182476],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8504331,"threshold_uncertainty_score":0.2133391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05692121467908746,"score_gpt":0.3600715967941512,"score_spread":0.3031503821150637,"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."}}