{"id":"W1940449030","doi":"10.1186/ar1437","title":"Magnetic resonance imaging, X-ray and dual X-ray absorptiometry techniques for assessment and monitoring of knee osteoarthritis","year":2004,"lang":"en","type":"article","venue":"Arthritis Research","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Canadian Arthritis Network; National Cancer Institute; Genentech; National Institutes of Health; Natural Sciences and Engineering Research Council of Canada; Dutch Arthritis Association; Oesterreichische Nationalbank; Deutsche Forschungsgemeinschaft; Nuffield Foundation; Arthritis Society; Physiotherapy Foundation of Canada; Canadian Institutes of Health Research; Lupus Research Alliance; Wellcome Trust; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Allergy and Infectious Diseases; Howard Hughes Medical Institute; Lupus Research Institute; Biogen; Austrian Science Fund; Arthritis Foundation","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000719221,0.0001425971,0.000223952,0.0003526755,0.0001351175,0.0001049171,0.000105901,0.00008951251,0.00002729835],"category_scores_gemma":[0.00008483447,0.00015551,0.00003449414,0.0003238732,0.0002199874,0.0001709367,0.0001334451,0.0002587787,0.000002208649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005861684,"about_ca_system_score_gemma":0.00003694826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003801841,"about_ca_topic_score_gemma":0.00001827018,"domain_scores_codex":[0.9986436,0.00003755196,0.0002505031,0.0002962439,0.0003299649,0.0004421715],"domain_scores_gemma":[0.9992947,0.0002009534,0.00002028486,0.0002316124,0.0001575694,0.00009488628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001061717,0.00002787153,0.003678961,0.0001210413,0.000004782557,0.00004799163,0.0001961204,0.000009691063,0.06092237,0.0009334589,0.0002440044,0.9338031],"study_design_scores_gemma":[0.01777637,0.01330708,0.3877049,0.008717924,0.0000515773,0.0006976478,0.005727537,0.005170604,0.2739495,0.08123734,0.2020837,0.003575766],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8684812,0.1246868,0.002869479,0.0002305381,0.0002972076,0.001148239,0.000534229,0.000330321,0.001421946],"genre_scores_gemma":[0.9560415,0.009912902,0.03361455,0.000004863859,0.00009536054,0.0002346229,0.00001116176,0.00003548895,0.00004955189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9302273,"threshold_uncertainty_score":0.6341512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03157436575414009,"score_gpt":0.3208111693015659,"score_spread":0.2892368035474259,"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."}}