{"id":"W3020981546","doi":"10.1136/bjsports-2017-j1982rep","title":"Arthroscopic surgery for degenerative knee arthritis and meniscal tears: a clinical practice guideline","year":2018,"lang":"en","type":"article","venue":"British Journal of Sports Medicine","topic":"Knee injuries and reconstruction techniques","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Degenerative arthritis; Guideline; Arthroscopy; Physical therapy; Knee arthritis; Meniscus; Evidence-based medicine; Surgery; Osteoarthritis; Alternative medicine; Pathology","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":[0.00349762,0.0001557936,0.00106615,0.0002019406,0.0001423262,0.00002690202,0.00004685711,0.0001672844,0.0005064241],"category_scores_gemma":[0.003067437,0.0001327099,0.0002024896,0.0001396579,0.001006073,0.0002154112,0.00002309767,0.000382911,9.743939e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000276457,"about_ca_system_score_gemma":0.0003228262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003807199,"about_ca_topic_score_gemma":0.000008904176,"domain_scores_codex":[0.996769,0.00006238432,0.002234519,0.0002346541,0.0004624603,0.0002369712],"domain_scores_gemma":[0.9963794,0.0003401078,0.001061617,0.0001344277,0.001733113,0.0003513058],"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":[0.0004325575,0.00008542062,0.002611315,0.00003049664,0.0001006969,0.0008135571,0.00005774583,2.295724e-8,0.00007023469,0.00005995134,0.2292467,0.7664913],"study_design_scores_gemma":[0.005864103,0.004607928,0.03154944,0.01251942,0.0005473491,0.1287484,0.001331651,0.00002389259,0.001231797,0.001301538,0.8120098,0.0002647492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8207355,0.09341013,0.02814539,0.04404284,0.007958478,0.001615277,0.00004446749,0.0001508744,0.003897016],"genre_scores_gemma":[0.5460249,0.1437541,0.2668734,0.01454345,0.02693179,0.00002693854,0.00004025,0.0001129928,0.001692198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7662265,"threshold_uncertainty_score":0.5544989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340263101306962,"score_gpt":0.3644095392233727,"score_spread":0.3410069082103031,"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."}}