{"id":"W4408446886","doi":"10.1093/rap/rkaf033","title":"Osteoarthritis after major combat trauma: the Armed Services Trauma Rehabilitation Outcome Study","year":2025,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Medicine; Osteoarthritis; Rehabilitation; Physical therapy; 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":[0.000770838,0.0002656079,0.0006580981,0.0002098333,0.000227469,0.00001910152,0.0002053107,0.000126036,0.0000642761],"category_scores_gemma":[0.001506486,0.0001959251,0.0001120919,0.0005938197,0.000285571,0.0007586804,0.00008963337,0.000536123,0.0000490334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008020346,"about_ca_system_score_gemma":0.0000403532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000342519,"about_ca_topic_score_gemma":0.007085041,"domain_scores_codex":[0.9974379,0.0005548876,0.0008556945,0.0004970286,0.0002695772,0.0003849124],"domain_scores_gemma":[0.996635,0.002359105,0.0002074615,0.0005311923,0.0002195688,0.00004765071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002154462,0.00107705,0.8998717,0.0005441962,0.0002221797,0.0001394611,0.01213608,0.00001390422,0.00000964522,0.001162291,0.0001128837,0.08255614],"study_design_scores_gemma":[0.006414526,0.001015207,0.8387446,0.0004748566,0.0004094073,0.0002925754,0.0958358,0.00001813735,0.00003148692,0.0009693251,0.05553702,0.0002570706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9372618,0.03302728,0.00003903633,0.01348146,0.001688776,0.001284652,0.000006123368,0.00009579911,0.01311511],"genre_scores_gemma":[0.9958386,0.001439594,0.0007736705,0.001005609,0.00001796706,0.0007105033,0.000005653178,0.00001839637,0.0001899589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08369972,"threshold_uncertainty_score":0.7989595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006976811228839341,"score_gpt":0.3426253366887077,"score_spread":0.3356485254598683,"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."}}