{"id":"W2334016790","doi":"10.1016/j.joca.2015.02.781","title":"Infrared-based detection of an osteoarthritis biomarker signature in the serum of rabbits with induced osteoarthritis","year":2015,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Veterinary Orthopedics and Neurology","field":"Veterinary","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Canada Council for the Arts; Cegep de Saint Hyacinthe; University of Prince Edward Island","funders":"","keywords":"Osteoarthritis; Medicine; Anterior cruciate ligament; Biomarker; Joint disease; Pathology; Surgery; Chemistry","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":[0.0005148678,0.0002420488,0.0002704371,0.0004802157,0.0001525114,0.0002706873,0.0001260657,0.0003878452,0.000326959],"category_scores_gemma":[0.0005351614,0.000176438,0.0002298536,0.0002455251,0.0003188319,0.0001962843,0.0001625531,0.0004157747,0.0001702767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001261991,"about_ca_system_score_gemma":0.0001687834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005343403,"about_ca_topic_score_gemma":0.000687843,"domain_scores_codex":[0.9997306,0.00004916593,0.00002619079,0.0000566284,0.00009974268,0.00003757866],"domain_scores_gemma":[0.9997445,0.00004154225,0.00009299926,0.00001557491,0.000070331,0.00003513397],"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":[0.0006327046,0.00006871848,0.007677251,0.00004362113,0.00002027846,0.0000644279,0.00005797209,0.00002728525,0.9889839,0.00002418861,0.00003315882,0.00236643],"study_design_scores_gemma":[0.00007880363,0.002970452,0.1546351,0.00002717662,0.0002616015,0.002001629,0.0003033527,0.00315397,0.8349575,0.0001721901,0.00140635,0.00003191585],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950664,0.001151768,0.003044948,0.000051929,0.00002353157,0.00002313149,0.00008542445,0.00002217669,0.0005306926],"genre_scores_gemma":[0.995262,0.0005779163,0.003010551,0.0001385719,0.00001867007,0.00003070533,0.0001541143,0.000004999308,0.0008024132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005343403,"threshold_uncertainty_score":0.002722919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0340016952491462,"score_gpt":0.2674874150584516,"score_spread":0.2334857198093054,"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."}}