{"id":"W2995633108","doi":"10.1177/1759720x19893800","title":"Treat-to-target strategy for knee osteoarthritis. International technical expert panel consensus and good clinical practice statements","year":2019,"lang":"en","type":"article","venue":"Therapeutic Advances in Musculoskeletal Disease","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Multidisciplinary approach; Osteoarthritis; Physical therapy; Scale (ratio); 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003127319,0.0002966245,0.0004569647,0.0001208023,0.00005314093,0.00003348823,0.0001136593,0.0001054014,0.0001596619],"category_scores_gemma":[0.0002064063,0.0002632676,0.000188873,0.0001181031,0.0001382167,0.0003785717,0.00006443478,0.0001887079,0.00006509874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008577923,"about_ca_system_score_gemma":0.0001331426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000381171,"about_ca_topic_score_gemma":0.00001006466,"domain_scores_codex":[0.9978716,0.0001183519,0.0005847367,0.0006362493,0.0003717995,0.0004172079],"domain_scores_gemma":[0.9985315,0.0004106878,0.0001311689,0.0003472473,0.0001319978,0.0004473614],"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":[0.007281786,0.001361036,0.0103246,0.0001449158,0.0000942636,0.000274098,0.00006889935,0.00002773486,0.001184435,0.004776742,0.00002085567,0.9744406],"study_design_scores_gemma":[0.1347779,0.08172067,0.08782372,0.002045681,0.001591172,0.0005423654,0.005019597,0.001103819,0.0004432259,0.03998688,0.641956,0.002988955],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9414402,0.032354,0.001635081,0.003171688,0.001493178,0.006851906,0.0003885179,0.0002132347,0.01245215],"genre_scores_gemma":[0.9823408,0.00109789,0.01299935,0.001624463,0.0002144979,0.000492977,0.0002112109,0.00005500644,0.000963777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9714517,"threshold_uncertainty_score":0.9999819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03492574946165087,"score_gpt":0.4132632952051059,"score_spread":0.378337545743455,"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."}}