{"id":"W4403274874","doi":"10.1136/military-2024-002813","title":"Prevention of Post-Traumatic Osteoarthritis in the Military: Relevance of OPTIKNEE and Osteoarthritis Action Alliance recommendations","year":2024,"lang":"en","type":"review","venue":"BMJ Military Health","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; University of British Columbia","funders":"Centers for Disease Control and Prevention; Department of Science and Technology, Ministry of Science and Technology, India; U.S. Department of Health and Human Services","keywords":"Medicine; Osteoarthritis; Psychological intervention; Physical therapy; Population; ACL injury; Military service; Traumatic injury; Physical medicine and rehabilitation; Anterior cruciate ligament; Alternative medicine; Nursing; Surgery; Environmental health","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":[0.003974815,0.0004180915,0.00180052,0.0003506651,0.0004458991,0.000002505154,0.0003168898,0.0004155786,0.0001095346],"category_scores_gemma":[0.0004222016,0.0003268735,0.0002743102,0.0008623868,0.0001496435,0.0003003787,0.00009280792,0.001558395,0.00008716554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003544565,"about_ca_system_score_gemma":0.003260558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004107978,"about_ca_topic_score_gemma":0.03125069,"domain_scores_codex":[0.9919587,0.002872853,0.003480031,0.0005641609,0.000470467,0.000653775],"domain_scores_gemma":[0.9961013,0.001860514,0.000933802,0.0007050929,0.0002222531,0.0001771047],"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":[0.00006641926,0.00008293938,0.0001094129,0.1722092,0.00001765382,0.000002308814,0.00323088,0.000001867215,9.493876e-8,0.0002530525,0.004679516,0.8193467],"study_design_scores_gemma":[0.0009094349,0.002174605,0.003185123,0.1767223,0.0001680972,0.00005135845,0.004887999,0.00007352734,8.72674e-8,0.0006413137,0.8108382,0.0003479166],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002941005,0.9827319,0.00001206029,0.003139815,0.00116404,0.007999918,0.001748073,0.00003546366,0.0002276745],"genre_scores_gemma":[0.0006879435,0.9935055,0.001571014,0.0005590103,0.0002809928,0.00159883,0.001394575,0.00005185955,0.000350236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8189987,"threshold_uncertainty_score":0.9999183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1548101848880193,"score_gpt":0.512365889340712,"score_spread":0.3575557044526928,"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."}}