{"id":"W1566378090","doi":"10.5772/26097","title":"Biochemical Measurement of Injury and Inflammation in Musculoskeletal Surgeries","year":2012,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Exercise and Physiological Responses","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Venipuncture; Medicine; Inflammation; Biomarker; Creatine kinase; Synovial fluid; Bioinformatics; Pathology; Internal medicine; Surgery; Biology","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":[0.0002842547,0.000185156,0.0004662268,0.0001577482,0.00001033857,0.00000325781,0.00004363262,0.0003307443,0.0001098339],"category_scores_gemma":[0.0001863575,0.0001431502,0.0001162417,0.000008890868,0.0002087959,0.00001601857,0.0000666039,0.0002854081,0.00001045693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005436629,"about_ca_system_score_gemma":0.00007702666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001164351,"about_ca_topic_score_gemma":0.000004574119,"domain_scores_codex":[0.9990323,0.00001651034,0.0003568283,0.0001672257,0.0002931269,0.0001340779],"domain_scores_gemma":[0.9994169,0.00007098163,0.0001202319,0.0001817653,0.0001311086,0.00007900807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000893984,0.00001551035,0.0001229528,0.0003653314,0.00004290277,0.000007975654,0.00007964904,1.95648e-9,0.9228664,0.002447031,0.00006112082,0.07309716],"study_design_scores_gemma":[0.0003052022,0.0003785188,0.001315629,0.001905642,0.0001095296,0.000009715244,0.00001428287,3.21104e-7,0.9534175,0.008706412,0.03361194,0.0002253175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8304294,0.002388297,0.00001919646,0.00007313666,0.00007658101,0.0005724055,0.00001700981,0.00004420874,0.1663798],"genre_scores_gemma":[0.9897278,0.0002451545,0.00004346659,0.00002188477,0.0001104074,0.00001712728,0.00001087566,0.00001928833,0.009803971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1592984,"threshold_uncertainty_score":0.5837498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03100566607453443,"score_gpt":0.2836010845515617,"score_spread":0.2525954184770273,"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."}}