{"id":"W1992951660","doi":"10.3899/jrheum.090013","title":"Does Sonographic Needle Guidance Affect the Clinical Outcome of Intraarticular Injections?","year":2009,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":202,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Affect (linguistics); Outcome (game theory); Physical therapy; Surgery; Physical medicine and rehabilitation; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001532943,0.000103457,0.0005249073,0.00009099971,0.00009184827,0.000004897574,0.0001830375,0.00008458032,0.0000397927],"category_scores_gemma":[0.0003773208,0.00003554465,0.0002957978,0.0001969958,0.0002819147,0.00004609032,0.000017674,0.0004037722,0.000006564456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001478447,"about_ca_system_score_gemma":0.00005641634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000338944,"about_ca_topic_score_gemma":0.00001841316,"domain_scores_codex":[0.9983295,0.0004047382,0.0008653777,0.00006831131,0.0001725834,0.0001595537],"domain_scores_gemma":[0.998316,0.0006617244,0.0005083997,0.0003188851,0.0001280528,0.00006686295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006872311,0.0003657817,0.9917734,0.00001730187,0.0003995876,0.00001635524,0.0004023412,0.00001849682,0.0002043677,0.000887269,0.001286322,0.003941581],"study_design_scores_gemma":[0.003251265,0.004676554,0.9670137,0.0001817253,0.001471565,0.01213059,0.00105727,0.00005572827,0.003421776,0.005075306,0.001558351,0.0001061688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811157,0.001074432,0.0003935446,0.01653904,0.0005955539,0.0001574179,7.980565e-7,0.000009620609,0.0001139047],"genre_scores_gemma":[0.9982006,0.0008307677,0.0002997064,0.0005930304,0.00003024034,0.000001295747,2.758337e-7,0.00000559991,0.00003848193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02475966,"threshold_uncertainty_score":0.1754212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0393759126133031,"score_gpt":0.3790952583151279,"score_spread":0.3397193457018248,"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."}}