{"id":"W2066515617","doi":"10.1016/s1063-4584(07)61868-8","title":"236 RELATIONSHIP BETWEEN BONE TEXTURE AND LOCATION-SPECIFIC JOINT SPACE WIDTH IN KNEE RADIOGRAPHS OF SEVERELY OSTEOARTHRITIC PATIENTS","year":2007,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Radiography; Orthodontics; Knee Joint; Medicine; Osteoarthritis; Texture (cosmology); Joint (building); Computer science; Radiology; Artificial intelligence; Surgery; Pathology; Image (mathematics); Structural engineering; Engineering","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":[0.000241673,0.0002234741,0.0002947654,0.0007853781,0.0002896918,0.0004936466,0.0001885145,0.0004658283,0.003231703],"category_scores_gemma":[0.002756484,0.0002599157,0.0002247127,0.0005656745,0.0002440368,0.0003600935,0.000301767,0.0002999659,0.0004130884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001494357,"about_ca_system_score_gemma":0.0001231646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002928405,"about_ca_topic_score_gemma":0.004719711,"domain_scores_codex":[0.9998096,0.00003637056,0.00004479576,0.00003055033,0.00004025366,0.00003843446],"domain_scores_gemma":[0.9986275,0.0004331269,0.0005644166,0.0000420456,0.0001301116,0.0002028333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005728388,0.00002843388,0.9949722,0.0000106198,0.0000400369,0.0004633773,0.00009245644,0.00004826674,0.002030801,0.00001239514,0.00003838264,0.001690143],"study_design_scores_gemma":[0.000006225437,0.0001542192,0.9982127,0.000001599543,0.00002050713,0.001103163,0.0001947623,0.00009321487,0.0001506861,0.00001315601,0.00004611369,0.000003529294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994005,0.00008395233,0.00003266148,0.0000149222,0.000001827033,0.00000179784,0.0000585144,0.000001624444,0.0004042701],"genre_scores_gemma":[0.9997819,0.00002278031,0.00002579919,0.000007452082,0.000003665936,8.925896e-7,0.0000403479,7.593717e-7,0.0001163737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003231703,"threshold_uncertainty_score":0.01081115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401183151907729,"score_gpt":0.2271711982526191,"score_spread":0.2131593667335418,"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."}}