{"id":"W4221010289","doi":"10.1016/j.joca.2022.02.135","title":"EVALUATION OF LONGTERM STORAGE ON INFRARED SPECTRAL PATTERNS OF SERUM AND SYNOVIAL FLUID OF DOGS WITH KNEE OSTEOARTHRITIS","year":2022,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Osteoarthritis; Synovial fluid; Fourier transform infrared spectroscopy; Biomarker; Biobank; Biomarker discovery; Medicine; Biomedical engineering; Chemistry; Pathology; Bioinformatics; Biology; Biochemistry; Optics; Physics","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":[0.0002729511,0.0001840961,0.0002156883,0.0003196653,0.0002134908,0.0002415486,0.0001249342,0.0002502946,0.0006406851],"category_scores_gemma":[0.0004863365,0.00009448154,0.0001667254,0.0002494446,0.0003187168,0.0002956018,0.000155532,0.0002516379,0.0001221942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358595,"about_ca_system_score_gemma":0.0001524605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006184033,"about_ca_topic_score_gemma":0.000629337,"domain_scores_codex":[0.9998813,0.00002865248,0.000011593,0.00002283499,0.00003033986,0.00002526712],"domain_scores_gemma":[0.9997131,0.00005157155,0.00009255978,0.00001474692,0.00008198708,0.0000459262],"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":[0.005703827,0.0001667416,0.03503513,0.00008020908,0.00004110337,0.0003759091,0.0002377761,0.00006461036,0.9525065,0.00005423285,0.00006717101,0.005666644],"study_design_scores_gemma":[0.00005286498,0.006427979,0.325143,0.00002255256,0.0002500176,0.001853129,0.001338209,0.001140621,0.6617199,0.0001015323,0.001922294,0.00002810231],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991264,0.0003538803,0.0002722467,0.00001936359,0.00000818598,0.000003370893,0.00004610764,0.000004497489,0.0001658629],"genre_scores_gemma":[0.9990145,0.0002034746,0.0002827957,0.00002232502,0.000005963279,0.000006189332,0.0001105399,0.000002722718,0.0003514123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006406851,"threshold_uncertainty_score":0.002143323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008521536609030362,"score_gpt":0.2614759560267667,"score_spread":0.2529544194177363,"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."}}