{"id":"W2123668993","doi":"10.1383/surg.21.9.225.16932","title":"Fractures of the Femoral Shaft","year":2003,"lang":"en","type":"article","venue":"Surgery (Oxford)","topic":"Bone fractures and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Douglas College","funders":"","keywords":"Medicine; Femoral shaft; Surgery; Femoral fracture; Fracture (geology); Femur","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":[0.0001344748,0.0001245334,0.0002975227,0.00004792459,0.0000604777,0.000006974118,0.00004879373,0.000078738,0.0006512338],"category_scores_gemma":[0.0001824367,0.00006890365,0.0002702425,0.0001554458,0.00005778039,0.00003750473,0.00001684465,0.0001337713,0.00000960545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002170896,"about_ca_system_score_gemma":0.0001143546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004214557,"about_ca_topic_score_gemma":0.00001273711,"domain_scores_codex":[0.999181,0.00004506639,0.0002080516,0.0001393336,0.0002183552,0.0002081562],"domain_scores_gemma":[0.9992673,0.0001414957,0.0001024152,0.0003737316,0.00004084217,0.00007417519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006116741,0.0001856923,0.9809707,0.00002905983,0.0001071153,0.00003288335,0.00005114452,0.000003531467,0.000147596,0.0004622973,0.01221385,0.005734976],"study_design_scores_gemma":[0.0004070524,0.00003108281,0.7478958,0.00007155105,0.00009082498,0.0000595774,0.00002858875,0.00000232924,0.0185232,0.0007072793,0.2321012,0.00008151706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789848,0.0006788814,0.000008182257,0.000891724,0.000499662,0.0001769004,0.000008662167,0.00002329494,0.01872791],"genre_scores_gemma":[0.9961286,0.00005020443,0.0001141635,0.001029851,0.00005488114,0.000006853655,0.000007508884,0.00001788624,0.002590014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2330749,"threshold_uncertainty_score":0.7130554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01884031619809203,"score_gpt":0.2754916665168918,"score_spread":0.2566513503187998,"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."}}