{"id":"W2404149847","doi":"10.1002/jor.23312","title":"Association between subchondral bone structure and osteoarthritis histopathological grade","year":2016,"lang":"en","type":"article","venue":"Journal of Orthopaedic Research®","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"Oulun Yliopisto; Academy of Finland; European Commission","keywords":"Subchondral bone; Osteoarthritis; Cartilage; Medicine; Trabecular bone; X-ray microtomography; Histology; Anatomy; Pathology; Osteoporosis; Articular cartilage; Radiology","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":[],"consensus_categories":[],"category_scores_codex":[0.001648039,0.0001395405,0.0004747768,0.0003692929,0.0001322059,0.00003569917,0.00008457744,0.0002241942,0.0002204855],"category_scores_gemma":[0.001350098,0.00008127624,0.0001774756,0.0002076451,0.0001618146,0.0002446775,0.00006334893,0.0006072759,0.00001589497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003344727,"about_ca_system_score_gemma":0.0001710806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001942303,"about_ca_topic_score_gemma":0.000009406024,"domain_scores_codex":[0.9972345,0.0003102818,0.0004991377,0.0002018472,0.001297671,0.0004565457],"domain_scores_gemma":[0.9981729,0.0004277689,0.0002810523,0.0001590309,0.0005228766,0.0004363745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003784922,0.00007726424,0.6536738,0.00002739042,0.00004906745,0.002310451,0.0001262015,1.370484e-8,0.1372132,0.0001706008,0.00349239,0.2024811],"study_design_scores_gemma":[0.04628715,0.04301533,0.7304384,0.002175603,0.0007572153,0.00894194,0.0003393291,5.555664e-7,0.05711514,0.01239002,0.09797266,0.0005666965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892384,0.002657436,0.00002747022,0.007253693,0.0002624095,0.0002454339,0.00003590172,0.00001644568,0.0002628463],"genre_scores_gemma":[0.994067,0.0008841368,0.0007335809,0.00005925465,0.001022909,0.000003623137,0.000006168393,0.00001983469,0.003203536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2019144,"threshold_uncertainty_score":0.3314349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04054441059300166,"score_gpt":0.323116729194435,"score_spread":0.2825723186014333,"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."}}