{"id":"W2921273613","doi":"10.1136/bmjopen-2018-025950","title":"Performance of commercial tests for molecular detection of Shiga toxin-producing <i>Escherichia coli</i> (STEC): a systematic review and meta-analysis protocol","year":2019,"lang":"en","type":"review","venue":"BMJ Open","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Provincial Laboratory of Public Health; University of Alberta; University of Calgary","funders":"Alberta Innovates; Alberta Children's Hospital Foundation; Children's Hospital Foundation","keywords":"Medicine; Meta-analysis; MEDLINE; Systematic review; Protocol (science); Nucleic Acid Amplification Tests; Medical physics; Pathology; Alternative medicine; Gynecology; Biology","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":[0.07769759,0.006493925,0.01753556,0.0124924,0.002698148,0.006252703,0.005654887,0.006970172,0.04982602],"category_scores_gemma":[0.07995789,0.004697186,0.02241174,0.009151661,0.003560023,0.006422614,0.00504716,0.004596398,0.005257818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01136849,"about_ca_system_score_gemma":0.04910502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004781358,"about_ca_topic_score_gemma":0.009979522,"domain_scores_codex":[0.9700144,0.01301578,0.008159517,0.002982663,0.004332574,0.001495062],"domain_scores_gemma":[0.9685379,0.01182689,0.00802766,0.002979387,0.007348514,0.00127981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005882306,0.0002206491,0.001194944,0.9416257,0.01349539,0.0002382959,0.0006331968,0.0009283044,0.0007627145,0.002084022,0.009858311,0.02307623],"study_design_scores_gemma":[0.0344531,0.004898212,0.01445099,0.6603419,0.153021,0.0007377461,0.001390949,0.003197298,0.003406143,0.00924194,0.1141554,0.0007053631],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00142476,0.009085868,0.003270008,0.0005525585,0.0003296933,0.9783296,0.006120697,0.0001700527,0.0007167631],"genre_scores_gemma":[0.00157015,0.003075959,0.004041044,0.0002599336,0.00003128708,0.9898208,0.0008650594,0.0000130898,0.0003226114],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07769759,"threshold_uncertainty_score":0.4109091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1740311570262138,"score_gpt":0.467462103756244,"score_spread":0.2934309467300302,"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."}}