{"id":"W2775769448","doi":"10.1016/j.joca.2017.12.002","title":"Electromechanical properties of human osteoarthritic and asymptomatic articular cartilage are sensitive and early detectors of degeneration","year":2017,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Polytechnique Montréal; Michelin (Canada); Biomomentum (Canada)","funders":"Seventh Framework Programme; European Research Council; Natural Sciences and Engineering Research Council of Canada; National Research Council Canada; Academy of Finland; Canadian Arthritis Network; Arthritis Society","keywords":"Cartilage; Osteoarthritis; Materials science; Biomedical engineering; Subchondral bone; Ex vivo; Articular cartilage; Degeneration (medical); Tibia; Medicine; Anatomy; In vivo; Pathology; Biology","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":[0.0002914815,0.0002070566,0.0002031204,0.0004017333,0.0001387041,0.000295546,0.0001208667,0.0004610836,0.001821188],"category_scores_gemma":[0.0009477892,0.0001451604,0.0001062323,0.0001996568,0.0003002532,0.0002360253,0.0002486292,0.000216668,0.0003233622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007194687,"about_ca_system_score_gemma":0.0000732837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000214974,"about_ca_topic_score_gemma":0.0004054006,"domain_scores_codex":[0.9998013,0.00004496857,0.00001633136,0.00002924236,0.00008133304,0.0000268692],"domain_scores_gemma":[0.9995508,0.0001929343,0.0001093667,0.00002020904,0.00007321744,0.00005349015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005414646,0.00007286554,0.01568787,0.00009622672,0.00001706147,0.0001476879,0.0001381854,0.00009569767,0.9728066,0.00009842744,0.00006268858,0.01023526],"study_design_scores_gemma":[0.00004109338,0.001924263,0.7371479,0.00002993981,0.00005567775,0.002374514,0.0008578115,0.001088486,0.2541845,0.000608218,0.00164688,0.00004071444],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949353,0.001343437,0.002026422,0.00005767025,0.00002155543,0.00001614961,0.000161493,0.00001648245,0.001421474],"genre_scores_gemma":[0.9975469,0.0003664714,0.0006213011,0.00006065435,0.00001772392,0.00001658622,0.0001465193,0.000003612301,0.001220236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001821188,"threshold_uncertainty_score":0.006092489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331269057249703,"score_gpt":0.230607279618343,"score_spread":0.2172945890458459,"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."}}