{"id":"W1973238177","doi":"10.1016/j.jbspin.2010.08.001","title":"Management recommendations for knee osteoarthritis: How usable are they?","year":2010,"lang":"en","type":"article","venue":"Joint Bone Spine","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Ottawa","funders":"","keywords":"Medicine; Osteoarthritis; Guideline; Physical therapy; MEDLINE; Alternative medicine","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":[0.0001740609,0.000207591,0.0003623369,0.0001550016,0.0001637882,0.0000557165,0.00004853381,0.0001036372,0.000402961],"category_scores_gemma":[0.00005010128,0.0001853564,0.0001880275,0.0001016509,0.00003044088,0.0001403113,0.00005372098,0.0001920057,0.0001126326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000391432,"about_ca_system_score_gemma":0.00002380141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007621663,"about_ca_topic_score_gemma":0.0002144625,"domain_scores_codex":[0.9988583,0.00001075292,0.0002504106,0.0003365451,0.000181344,0.0003626031],"domain_scores_gemma":[0.9991281,0.00001171354,0.000126495,0.0004491309,0.0001086011,0.0001759381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001907681,0.0007768136,0.0005565586,0.0002706089,0.0001438533,0.0002986039,0.000130072,4.039752e-7,0.09108967,0.02899177,0.01968315,0.8578677],"study_design_scores_gemma":[0.02665684,0.01127525,0.004902961,0.0009093971,0.0006442563,0.0004346737,0.001295109,0.00006811254,0.04009148,0.004832607,0.9081786,0.0007107526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8385944,0.001049473,0.002984307,0.1029813,0.005544111,0.009313385,0.0003370816,0.0008818418,0.03831415],"genre_scores_gemma":[0.8294029,0.00009614605,0.09227561,0.001226402,0.0008336997,0.001208858,0.0006103979,0.00009488123,0.07425109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8884954,"threshold_uncertainty_score":0.7558613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163904384508466,"score_gpt":0.2607255388886017,"score_spread":0.2390864950435171,"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."}}