{"id":"W4380577034","doi":"10.1111/jvim.16788","title":"Letter regarding “Validation of a cage-side agglutination card for <i>Dal</i> blood typing in dogs” – Validation of agglutination card kit or simple comparison to gel column method for canine <i>Dal</i> blood typing?","year":2023,"lang":"en","type":"letter","venue":"Journal of Veterinary Internal Medicine","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Repeatability; Typing; Hematocrit; Agglutination (biology); Statistics; Immunology; Internal medicine; Computer science; Mathematics; Antibody; Speech recognition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004014272,0.001252812,0.00116313,0.0007662373,0.001921481,0.001641755,0.002111905,0.02708197,0.005236474],"category_scores_gemma":[0.02545475,0.0007444449,0.001304419,0.0004309501,0.002128483,0.002072925,0.0007493704,0.01526969,0.007665399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002523397,"about_ca_system_score_gemma":0.00204295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003486882,"about_ca_topic_score_gemma":0.002997773,"domain_scores_codex":[0.9958697,0.001256812,0.0008267768,0.0007116707,0.0009840444,0.0003510534],"domain_scores_gemma":[0.9902774,0.005753884,0.0007331359,0.000304416,0.002432156,0.0004990849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002351375,0.00008186948,0.0008402043,0.0001571363,0.00003434852,0.003073414,0.0002741922,0.000108201,0.0007375825,0.001424652,0.9843255,0.008707846],"study_design_scores_gemma":[0.0001329357,0.0002828199,0.00271624,0.0006164043,0.00006556889,0.005945814,0.0006207789,0.001117226,0.001640034,0.003207933,0.9835401,0.0001139913],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003018734,0.00161953,0.001076611,0.8651079,0.1237878,0.000109817,0.0003286779,0.0003489175,0.004602027],"genre_scores_gemma":[0.01012872,0.0007974616,0.0008867595,0.9249426,0.05606713,0.00009857103,0.0001155242,0.00009021092,0.006873071],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02708197,"threshold_uncertainty_score":0.02122974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276001415846642,"score_gpt":0.4404033288094287,"score_spread":0.3128031872247645,"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."}}