{"id":"W1967336126","doi":"10.1111/1556-4029.12704","title":"Advantage of ForensiX Swabs in Retrieving and Preserving Biological Fluids","year":2015,"lang":"en","type":"article","venue":"Journal of Forensic Sciences","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Saliva; Cotton swab; Tube (container); Chromatography; Medicine; Biology; Chemistry; Materials science; Microbiology; Composite material; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001783092,0.00007984383,0.0002003857,0.0001288264,0.0000343846,0.00002001038,0.0002634052,0.00007799357,0.000004334735],"category_scores_gemma":[0.001059891,0.00005294294,0.00005385929,0.0002410489,0.0007527199,0.0000139424,0.0001722606,0.00009682956,3.269692e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009245686,"about_ca_system_score_gemma":0.0001958904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001834614,"about_ca_topic_score_gemma":0.00002441947,"domain_scores_codex":[0.9988596,0.00006962077,0.0003559697,0.0001584871,0.0003495504,0.0002067584],"domain_scores_gemma":[0.9993259,0.0000479333,0.0001680591,0.0001116972,0.0002295105,0.0001169357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000573579,0.00008690338,0.5223336,0.00004265763,0.00004710911,0.00005203616,0.0005801194,0.0004626324,0.4320687,0.0008823049,0.007266916,0.0356035],"study_design_scores_gemma":[0.004629232,0.01518369,0.1658574,0.0004695688,0.00003367609,0.001109123,0.01124846,0.002222335,0.7712455,0.01786843,0.009510868,0.0006217472],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941193,0.003913121,0.0003473425,0.0002245295,0.0001457798,0.0000582108,0.000001476982,9.392993e-7,0.001189278],"genre_scores_gemma":[0.9905283,0.0004868542,0.008769609,0.00004193718,0.0001104172,4.635706e-7,8.689802e-7,0.000003351666,0.00005822664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3564761,"threshold_uncertainty_score":0.2773428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06608933760346003,"score_gpt":0.3420487262805543,"score_spread":0.2759593886770942,"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."}}