{"id":"W4320723733","doi":"10.1080/00085030.2023.2177392","title":"Generating human STR DNA profiles from blood ingested by leeches","year":2023,"lang":"en","type":"article","venue":"Canadian Society of Forensic Science Journal","topic":"Leech Biology and Applications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Human blood; STR analysis; Crop; DNA barcoding; Zoology; Microsatellite; Genetics; Physiology; Ecology; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002955082,0.0002324609,0.0001383684,0.0007702932,0.0002447176,0.0003184392,0.0001732224,0.0003095773,0.001543574],"category_scores_gemma":[0.0005003683,0.0002002203,0.0002219357,0.0004797029,0.0002083216,0.0001195086,0.0002421975,0.0002080243,0.0007844981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008458183,"about_ca_system_score_gemma":0.000142158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008194548,"about_ca_topic_score_gemma":0.002171576,"domain_scores_codex":[0.999728,0.00006200251,0.00002252486,0.00008056531,0.00007672112,0.00003006208],"domain_scores_gemma":[0.999832,0.00003164134,0.00004765232,0.00002632068,0.0000493079,0.00001293784],"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":[0.0004604632,0.00009243438,0.09974524,0.0001227729,0.00005302743,0.0007549792,0.0009347539,0.000404202,0.8571873,0.0002054237,0.000533625,0.03950578],"study_design_scores_gemma":[0.00003120274,0.002339038,0.4763863,0.00008500571,0.0001782251,0.004909091,0.001614321,0.002874252,0.4988306,0.0002747459,0.01241823,0.00005899421],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893076,0.0001790595,0.007088838,0.00005345195,0.00001308533,0.0001431617,0.001387579,0.0001071681,0.001720037],"genre_scores_gemma":[0.953648,0.0006427495,0.03488688,0.0001676094,0.00001803889,0.0002055415,0.005466821,0.00005020398,0.004914132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001543574,"threshold_uncertainty_score":0.005163789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02909226522766793,"score_gpt":0.2882927542647937,"score_spread":0.2592004890371258,"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."}}