{"id":"W1540488727","doi":"10.1002/0470867639.ch6","title":"Joint Mechanics in Osteoarthritis","year":2004,"lang":"en","type":"article","venue":"Novartis Foundation symposium","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Osteoarthritis; Cartilage; Knee Joint; Articular cartilage; Anterior cruciate ligament; Degeneration (medical); Joint (building); Biomechanics; In vivo; Medicine; Anatomy; Ligament; Mechanics; Biomedical engineering; Biology; Surgery; Pathology; Structural engineering; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001767733,0.0001875577,0.0002978602,0.0002470704,0.00007940258,0.00005061012,0.00005071948,0.0001275542,0.0003766505],"category_scores_gemma":[0.0000314435,0.0001933165,0.00009796082,0.0003648136,0.00002627837,0.0002661334,0.0000329225,0.0001591722,0.00102463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000308075,"about_ca_system_score_gemma":0.0001663233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005242128,"about_ca_topic_score_gemma":0.0002823628,"domain_scores_codex":[0.9985616,0.00002417984,0.0004132357,0.0003469648,0.0003204709,0.0003335638],"domain_scores_gemma":[0.9993567,0.00001077483,0.00008348401,0.0003022496,0.0001073654,0.0001393768],"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":[0.0003345959,0.0008630813,0.001441332,0.00006783587,0.00003331295,0.0006083294,0.001332604,0.00008871141,0.7891144,0.09424643,0.00005737228,0.111812],"study_design_scores_gemma":[0.07170536,0.01440814,0.006628567,0.001568289,0.0002799292,0.002061723,0.0007350265,0.0001704404,0.8125571,0.05710367,0.03141144,0.001370302],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738472,0.0001745288,0.005752087,0.005744269,0.001060761,0.001254593,0.000008923872,0.0002551174,0.01190255],"genre_scores_gemma":[0.9951372,0.00006787191,0.003080821,0.0006263172,0.0001458138,0.00009873525,0.0001598861,0.00003627591,0.0006471045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1104417,"threshold_uncertainty_score":0.9997532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02045836479557925,"score_gpt":0.2591658834793416,"score_spread":0.2387075186837624,"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."}}