{"id":"W2124058474","doi":"10.2106/jbjs.f.01118","title":"Whatʼs New in Orthopaedic Trauma","year":2006,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton General Hospital","funders":"","keywords":"Suite; Orthopedic surgery; Orthopedic trauma; General hospital; Medicine; Medical emergency; General surgery; Emergency medicine; Surgery; History; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007537796,0.00008343891,0.0006297147,0.000406287,0.0000204343,0.00001749095,0.000009591195,0.00005480315,0.00008015612],"category_scores_gemma":[0.0001821816,0.00006185812,0.0002462055,0.0001331783,0.00003843904,0.0001607541,0.00001322398,0.0002081423,0.000004377308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001813533,"about_ca_system_score_gemma":0.0001744562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000906459,"about_ca_topic_score_gemma":0.00002487151,"domain_scores_codex":[0.9987754,0.0000238186,0.0007621872,0.00007017503,0.0002164455,0.0001519722],"domain_scores_gemma":[0.9993786,0.00008024956,0.0002769625,0.00009218918,0.00004898144,0.0001229953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000644133,0.0003715461,0.6195526,0.0001982225,0.00006873265,0.003954477,0.0001934995,0.000005442697,0.006395336,0.0002086265,0.261302,0.1071055],"study_design_scores_gemma":[0.001414481,0.0001176177,0.934679,0.0007495191,0.00006562137,0.002758112,0.0001491161,0.00000632476,0.001715281,0.0009992406,0.05723717,0.0001085586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800403,0.01388551,0.00005615363,0.004773524,0.0001854292,0.00003409578,5.476733e-7,0.000005800007,0.001018619],"genre_scores_gemma":[0.9959,0.001382175,0.0004639432,0.0004551773,0.0007275999,2.795696e-7,0.000001853463,0.000008969751,0.001059984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3151264,"threshold_uncertainty_score":0.2522501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0200555767387631,"score_gpt":0.2361505697992006,"score_spread":0.2160949930604375,"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."}}