{"id":"W2744098260","doi":"10.1016/j.jiph.2017.07.009","title":"Rectal swab screening assays of public health importance in molecular diagnostics: Sample adequacy control","year":2017,"lang":"en","type":"article","venue":"Journal of Infection and Public Health","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Polymerase chain reaction; Feces; Medicine; 16S ribosomal RNA; Infection control; Biology; Microbiology; Bacteria; Pathology; Genetics; Gene","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":[0.03011592,0.002156622,0.001891061,0.002847156,0.001284941,0.002826396,0.001916951,0.002933625,0.001903478],"category_scores_gemma":[0.05512205,0.001560064,0.00106405,0.002567546,0.002977475,0.001550541,0.002326162,0.001764471,0.002326807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007618004,"about_ca_system_score_gemma":0.00173712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001614644,"about_ca_topic_score_gemma":0.002778999,"domain_scores_codex":[0.9216654,0.03778682,0.005125957,0.007931503,0.02602043,0.001469892],"domain_scores_gemma":[0.9480846,0.02434528,0.007574267,0.007136459,0.01225759,0.0006017025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00104343,0.000675971,0.07474629,0.002204887,0.0002710575,0.0003482572,0.001418547,0.00187747,0.7700189,0.002936444,0.002622507,0.1418361],"study_design_scores_gemma":[0.00004576139,0.00148394,0.04199283,0.0003422364,0.0003226372,0.001725575,0.0004410983,0.01169744,0.9129278,0.001665866,0.0271868,0.0001680089],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1123179,0.007248387,0.8664121,0.001074962,0.0009806864,0.00295935,0.001252001,0.00263417,0.005120501],"genre_scores_gemma":[0.2694525,0.002724994,0.7157145,0.001291402,0.0004137821,0.003054047,0.002030652,0.0004787471,0.00483941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03011592,"threshold_uncertainty_score":0.1592701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04106923510359563,"score_gpt":0.3457185241920482,"score_spread":0.3046492890884526,"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."}}