{"id":"W2181651885","doi":"10.1371/journal.pone.0140046","title":"Novel Cell Preservation Technique to Extend Bovine In Vitro White Blood Cell Viability","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Prince Edward Island","funders":"Atlantic Veterinary College; Innovation PEI","keywords":"Viability assay; Peripheral blood mononuclear cell; Andrology; White blood cell; Flow cytometry; Propidium iodide; Pokeweed mitogen; Interferon gamma; Immunology; Biology; Whole blood; Cell; Medicine; In vitro; Molecular biology; Cytokine; Biochemistry","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":[0.0003051717,0.000329549,0.0002304368,0.0002286296,0.0001525499,0.0004122729,0.0002336116,0.000263948,0.0005615622],"category_scores_gemma":[0.000257347,0.0001115733,0.0001836534,0.0002444467,0.0001632133,0.0002412788,0.0002267796,0.000410839,0.0002905271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001345864,"about_ca_system_score_gemma":0.0001579486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003180517,"about_ca_topic_score_gemma":0.0004558388,"domain_scores_codex":[0.9997739,0.00004204416,0.00002792432,0.00005963747,0.00007046607,0.00002613349],"domain_scores_gemma":[0.999827,0.00004033391,0.00005375406,0.00002881199,0.00003786549,0.00001223245],"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":[0.00004573963,0.00001624419,0.0002348938,0.00002529116,0.000001973058,0.00003166778,0.00002056761,0.00003969773,0.9973065,0.00001749118,0.0000150192,0.002244895],"study_design_scores_gemma":[0.00000816579,0.0006080811,0.003013694,0.00001255806,0.00002976389,0.0003882571,0.00002486366,0.0006021935,0.9922218,0.00002334598,0.003061128,0.000006152943],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9450825,0.005130665,0.04777517,0.0000981315,0.0001063174,0.0001542099,0.000284908,0.0001483049,0.001219801],"genre_scores_gemma":[0.9459823,0.002927893,0.04749243,0.0001197026,0.00005698051,0.0001835362,0.000969045,0.00003497355,0.002233016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005615622,"threshold_uncertainty_score":0.001878619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08822763134749487,"score_gpt":0.2310777206628581,"score_spread":0.1428500893153632,"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."}}