{"id":"W6958348121","doi":"10.6084/m9.figshare.13558674","title":"Additional file 4 of HIV infection and multidrug resistant tuberculosis: a systematic review and meta-analysis","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Multiple drug resistance; Human immunodeficiency virus (HIV); MEDLINE; Drug resistance; Virus","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":["insufficient_payload"],"category_scores_codex":[0.004117385,0.001773519,0.003296969,0.006778776,0.0008177322,0.00246699,0.002263926,0.001787599,0.8781142],"category_scores_gemma":[0.06382708,0.001190364,0.004008724,0.01081079,0.0003962908,0.003808841,0.001751951,0.001162493,0.0501118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002099969,"about_ca_system_score_gemma":0.00388218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007237024,"about_ca_topic_score_gemma":0.01422981,"domain_scores_codex":[0.9977549,0.0004932346,0.0008139224,0.0003644901,0.000347239,0.0002263453],"domain_scores_gemma":[0.9407558,0.0469285,0.005970428,0.001301419,0.004475552,0.0005681848],"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":[0.001952631,0.0001284839,0.002923456,0.3788498,0.001807261,0.000221863,0.0002035379,0.0009833458,0.0003313114,0.002776232,0.5922473,0.01757466],"study_design_scores_gemma":[0.04363516,0.001068632,0.04282397,0.1657911,0.01034741,0.001280739,0.0008842175,0.003326527,0.001266864,0.02472158,0.7043539,0.0004999425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0003173647,0.0005042789,0.0002709681,0.0002962535,0.00006675974,0.0006496158,0.9966574,0.0001987865,0.001038492],"genre_scores_gemma":[0.02566488,0.004465653,0.01570566,0.003578196,0.0006851599,0.04033259,0.8723019,0.001259298,0.03600665],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1218858,"threshold_uncertainty_score":0.1738554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0677032062627664,"score_gpt":0.3291167341918655,"score_spread":0.2614135279290992,"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."}}