{"id":"W4322719434","doi":"10.1111/jvim.16670","title":"Validation of Plateletworks ADP for the ProCyte Dx analyzer","year":2023,"lang":"en","type":"article","venue":"Journal of Veterinary Internal Medicine","topic":"Antiplatelet Therapy and Cardiovascular Diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"OVC Pet Trust; University of Guelph","keywords":"CATS; Medicine; Platelet; Spectrum analyzer; Clopidogrel; Hematology analyzer; Platelet aggregation; Receiver operating characteristic; Population; Internal medicine; Aspirin","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":[0.009471602,0.0007298354,0.0005556218,0.001294855,0.0005689196,0.001290948,0.0009044906,0.0008508409,0.002122675],"category_scores_gemma":[0.01258765,0.0004921749,0.0005405286,0.0006630521,0.0009816501,0.000546189,0.0007747908,0.000778066,0.001218672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006335078,"about_ca_system_score_gemma":0.001052647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343116,"about_ca_topic_score_gemma":0.002042128,"domain_scores_codex":[0.9862534,0.003573022,0.001607441,0.002027766,0.006243733,0.0002946122],"domain_scores_gemma":[0.9906868,0.002240563,0.001813012,0.001154913,0.00375149,0.0003531619],"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":[0.004945591,0.0006660535,0.5200639,0.001067906,0.0004517971,0.001038849,0.001472484,0.001511164,0.3339287,0.00170234,0.00607654,0.1270746],"study_design_scores_gemma":[0.0004479252,0.01218434,0.7024635,0.0006970948,0.0008125976,0.009879198,0.0004660236,0.01806131,0.2215004,0.0006701109,0.03269079,0.0001266174],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9011751,0.003686096,0.07537506,0.0006862237,0.000465458,0.002241303,0.003104356,0.001185565,0.01208071],"genre_scores_gemma":[0.8772527,0.001150995,0.1118663,0.0006051553,0.0001169352,0.00151683,0.00489533,0.0001526497,0.002443081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009471602,"threshold_uncertainty_score":0.05009121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05124002380646299,"score_gpt":0.3470532015485346,"score_spread":0.2958131777420717,"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."}}