{"id":"W2134074932","doi":"10.1128/jcm.38.7.2480-2483.2000","title":"Pooling Cervical Swabs and Testing by Ligase Chain Reaction Are Accurate and Cost-Saving Strategies for Diagnosis of <i>Chlamydia trachomatis</i>","year":2000,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; St. Joseph's Hospital","funders":"","keywords":"Ligase chain reaction; Chlamydia trachomatis; Pooling; Nucleic Acid Amplification Tests; False positive paradox; Multiplex; Population; Polymerase chain reaction; Biology; Medicine; Virology; Bioinformatics; Multiplex polymerase chain reaction; Computer science; Genetics; Environmental health","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":[0.006538624,0.001866335,0.001983013,0.001679856,0.0007326412,0.001657667,0.001570065,0.00119302,0.001953875],"category_scores_gemma":[0.008156743,0.001021883,0.001280636,0.001396522,0.001129939,0.001366325,0.001162448,0.0007065271,0.001842154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005671008,"about_ca_system_score_gemma":0.0006238882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286066,"about_ca_topic_score_gemma":0.002450335,"domain_scores_codex":[0.9932938,0.002375478,0.0007789193,0.001455918,0.001522675,0.0005732983],"domain_scores_gemma":[0.993913,0.002319676,0.001480539,0.001514247,0.0005520382,0.0002205111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001497428,0.0005286934,0.06915171,0.001061925,0.0005874897,0.0004476655,0.0007391798,0.001645271,0.7288786,0.0005883903,0.001312095,0.1935615],"study_design_scores_gemma":[0.00008911204,0.003877368,0.07319511,0.00009253143,0.000728391,0.003036373,0.0004339395,0.005558206,0.900957,0.001675086,0.01011725,0.0002395756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7738656,0.007279798,0.2096628,0.0008948605,0.0002073058,0.001873312,0.001261276,0.001843467,0.00311161],"genre_scores_gemma":[0.7372245,0.002274761,0.2537723,0.000561153,0.0001925043,0.001031099,0.002009331,0.0001907414,0.002743663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006538624,"threshold_uncertainty_score":0.03457999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06990176838106088,"score_gpt":0.3806960528356459,"score_spread":0.3107942844545851,"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."}}