{"id":"W2313601276","doi":"","title":"Somatic and psychological predictors of response to intra-articular corticosteroid injection in knee osteoarthritis","year":2016,"lang":"en","type":"dissertation","venue":"Research Explorer (The University of Manchester)","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physical therapy; WOMAC; Medicine; Osteoarthritis; Context (archaeology); Observational study; Psychosocial; Knee pain; Rheumatoid arthritis; Internal medicine; Alternative medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000783735,0.0001809101,0.0004706265,0.0006045217,0.0001028638,0.00001040042,0.0001583899,0.0002479465,0.0001040185],"category_scores_gemma":[0.000284988,0.000142218,0.000104482,0.0003263641,0.0002272529,0.0001179841,0.00008474108,0.0003466427,0.00004729474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001442425,"about_ca_system_score_gemma":0.00009219397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006917846,"about_ca_topic_score_gemma":0.00003890989,"domain_scores_codex":[0.997893,0.0004743339,0.0002966478,0.000380406,0.0006177247,0.0003378484],"domain_scores_gemma":[0.9987177,0.0003190017,0.0001206736,0.0004188113,0.0002408711,0.0001829786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.06425091,0.001547989,0.02691519,0.001465799,0.0002835989,0.001065004,0.159252,0.000002080569,0.5159487,0.00008639333,0.0003615378,0.2288209],"study_design_scores_gemma":[0.02586272,0.06676374,0.6726176,0.01300456,0.000511077,0.0001983396,0.1403504,0.0000107221,0.07707264,0.001120558,0.001789526,0.0006980905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975214,0.0003414658,0.00001305515,0.0004032002,0.0001388546,0.001401868,0.00001415867,0.00001931277,0.0001466625],"genre_scores_gemma":[0.9990038,0.0002244853,0.0001236763,0.00001114502,0.00003565839,0.00001487206,0.00004642666,0.00002222752,0.0005176599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6457024,"threshold_uncertainty_score":0.5799482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04234397227866864,"score_gpt":0.3073072566110274,"score_spread":0.2649632843323587,"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."}}