{"id":"W3168310762","doi":"10.36106/ijsr/6516805","title":"FUNCTIONAL OUTCOME OF DISTAL HUMERUS FRACTURE BY PARATRICEPITAL TWO WINDOW APPROACH","year":2021,"lang":"en","type":"article","venue":"INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Olecranon; Humerus; Dash; Surgery; Soft tissue; Humerus fracture; Nonunion; Elbow; Osteotomy; Bone healing; Fracture (geology)","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":[0.001581689,0.0001054467,0.0002686144,0.000493359,0.0001257366,0.0001735992,0.000307364,0.00006360134,0.0007770237],"category_scores_gemma":[0.0002944923,0.00007732847,0.0002701926,0.0004912237,0.0004239314,0.0002285925,0.00009599247,0.0006031653,0.00003761383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002241265,"about_ca_system_score_gemma":0.0005107807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003234538,"about_ca_topic_score_gemma":0.000004009819,"domain_scores_codex":[0.9955515,0.000104668,0.0006069244,0.0002599299,0.003223795,0.0002532111],"domain_scores_gemma":[0.9955501,0.0001699265,0.000210399,0.0002099122,0.003642185,0.0002174579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002293949,0.007764831,0.608921,0.0001247397,0.002298327,0.002491147,0.001070836,0.0003056125,0.2160949,0.002814624,0.1384857,0.01733429],"study_design_scores_gemma":[0.0181819,0.001483714,0.5805284,0.0003780629,0.0002982338,0.007816639,0.003944966,0.0005232583,0.2775798,0.003381599,0.1054124,0.0004710376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986609,0.001190398,0.001634898,0.002948883,0.001266502,0.000134084,0.00009610731,0.000005509332,0.006114566],"genre_scores_gemma":[0.9872045,0.00002928869,0.0011864,0.00004337017,0.0003571207,0.000003526624,0.0002154746,0.00001097626,0.01094935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06148482,"threshold_uncertainty_score":0.8507864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1224780063369701,"score_gpt":0.4328270440683495,"score_spread":0.3103490377313795,"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."}}