{"id":"W4411348492","doi":"10.62772/apfcb-news.2022.1.2","title":"Toxicology Testing and the Use of Rapid Test Kits","year":2022,"lang":"en","type":"article","venue":"","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Test (biology); Medicine; Computer science; Biology","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":[0.01668597,0.0007261342,0.0005610708,0.002911025,0.0005882565,0.00293325,0.001692683,0.002474727,0.004281694],"category_scores_gemma":[0.02706259,0.0005259158,0.00058643,0.001448308,0.00459699,0.002386333,0.002115679,0.003023537,0.00271422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001240114,"about_ca_system_score_gemma":0.002117215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002263986,"about_ca_topic_score_gemma":0.001935892,"domain_scores_codex":[0.9757181,0.008941106,0.001450444,0.002098634,0.0112211,0.0005705012],"domain_scores_gemma":[0.9749669,0.01033896,0.004223163,0.0020548,0.007677862,0.0007382784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005276639,0.0003849851,0.02974778,0.002647011,0.0001706499,0.002206642,0.001308623,0.00144509,0.03315528,0.08126755,0.05984582,0.787293],"study_design_scores_gemma":[0.000051752,0.001717621,0.01758138,0.00417376,0.0001146995,0.01662598,0.0007925641,0.001223037,0.02959871,0.03045351,0.8974949,0.0001720832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05469251,0.3187867,0.2527015,0.1183855,0.01430241,0.001393602,0.002053512,0.002122055,0.2355622],"genre_scores_gemma":[0.3807539,0.1955605,0.2832838,0.06007784,0.008774469,0.001051404,0.002008359,0.0004891063,0.06800044],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01668597,"threshold_uncertainty_score":0.08824492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3918562737097677,"score_gpt":0.3806654816879575,"score_spread":0.01119079202181017,"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."}}