{"id":"W4384119864","doi":"10.1111/vcp.13260","title":"Platelet function analyzer‐200 closure curve analysis and assessment of flow‐obstructed samples","year":2023,"lang":"en","type":"article","venue":"Veterinary Clinical Pathology","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"OVC Pet Trust","keywords":"Clopidogrel; Medicine; Closure (psychology); Receiver operating characteristic; Area under the curve; Flow (mathematics); Mathematics; Internal medicine; Geometry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004949474,0.0001743705,0.0009617792,0.0003659317,0.0000586313,0.000006502116,0.00005942774,0.0002611867,0.0002113635],"category_scores_gemma":[0.0001206466,0.0001441454,0.0003036885,0.000866447,0.0002083144,0.00004697496,0.00009879356,0.0002523549,0.00002150113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001748942,"about_ca_system_score_gemma":0.00004203938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003392874,"about_ca_topic_score_gemma":0.00002145165,"domain_scores_codex":[0.9981501,0.000270125,0.0006909836,0.0004728779,0.0001602291,0.0002557561],"domain_scores_gemma":[0.9988467,0.0004180745,0.0001895385,0.0003418108,0.00007192724,0.0001320271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006141049,0.0003534686,0.9556889,0.00005809544,0.001731,0.003890819,0.00003150128,0.00003223388,0.001261525,0.00003502022,0.0002047467,0.03609857],"study_design_scores_gemma":[0.002471112,0.004278839,0.987047,0.00001455836,0.001245426,0.0003193959,0.00005231767,0.002918235,0.00001233232,0.000367284,0.001162089,0.0001114091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981335,0.0001429272,0.0005306657,0.0002559021,0.000218145,0.0001992007,0.0001252778,0.00008819179,0.0003061464],"genre_scores_gemma":[0.9943919,0.0007865726,0.00374424,0.0001387633,0.00005509239,0.00001549319,0.0007517236,0.00001621938,0.00009999968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03598716,"threshold_uncertainty_score":0.5878078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09439110603712537,"score_gpt":0.4129947053882141,"score_spread":0.3186035993510887,"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."}}