{"id":"W1964675192","doi":"10.1097/bot.0b013e318238b22b","title":"The Physiologic and Pathologic Effects of the Reamer Irrigator Aspirator on Fat Embolism Outcome","year":2012,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Bone fractures and treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University; St. Michael's Hospital","funders":"","keywords":"Medicine; Aspirator; Fat embolism; Reamer; Surgery","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":[0.0003631218,0.0001653681,0.0004131286,0.00004601118,0.0001324271,0.00001030446,0.0001151284,0.0001032114,0.00001250925],"category_scores_gemma":[0.0003184857,0.00006134262,0.0003210821,0.00009961523,0.0001735595,0.00007061933,0.00003441135,0.0004153585,0.00000476897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003500748,"about_ca_system_score_gemma":0.00002658822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004122438,"about_ca_topic_score_gemma":8.314183e-7,"domain_scores_codex":[0.998729,0.000133924,0.0004358113,0.00009256681,0.000359336,0.0002493919],"domain_scores_gemma":[0.9986651,0.0003040071,0.0005219321,0.0002576798,0.00007343806,0.0001778444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000709313,0.0009679492,0.8868185,0.0001559681,0.0004047666,0.0002357349,0.0004575221,0.000002738954,0.006162923,0.0006533292,0.001814839,0.1016164],"study_design_scores_gemma":[0.002396548,0.001243957,0.9878923,0.0001591821,0.0003121565,0.0003211304,0.00007484144,0.000001135207,0.003005735,0.0001968772,0.004334039,0.00006210763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924643,0.005016441,0.000003914516,0.0009739801,0.000919984,0.0002493047,0.000002668678,0.00000704232,0.0003623718],"genre_scores_gemma":[0.9979538,0.0002137054,0.0001008281,0.001094451,0.0004900077,0.000004623152,3.974069e-7,0.00001380101,0.0001284002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1015543,"threshold_uncertainty_score":0.2501479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932876577656957,"score_gpt":0.2822326922840993,"score_spread":0.2629039265075298,"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."}}