{"id":"W4309726627","doi":"10.1016/j.injury.2022.11.044","title":"Should a significantly displaced ankle fracture have an ankle arthroscopy before it is treated with ORIF?","year":2022,"lang":"en","type":"article","venue":"Injury","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; Calgary General Hospital; Ottawa Hospital; St. Michael's Hospital","funders":"","keywords":"Ankle; Neurovascular bundle; Medicine; Fracture (geology); Arthroscopy; Surgery; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005360147,0.0004856557,0.001032649,0.00118257,0.00177323,0.001038937,0.0007320595,0.007990685,0.00646402],"category_scores_gemma":[0.008352381,0.0003612762,0.0009552999,0.0006241975,0.001114355,0.001992311,0.000394151,0.003444261,0.001365563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007880305,"about_ca_system_score_gemma":0.001815731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004902734,"about_ca_topic_score_gemma":0.01071656,"domain_scores_codex":[0.9995261,0.00005157135,0.00007530311,0.00005888948,0.000111779,0.0001763065],"domain_scores_gemma":[0.997926,0.0006374181,0.0004164739,0.00005630634,0.0003462691,0.0006174764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001163136,0.001053345,0.5201352,0.0005969902,0.0001655335,0.3395147,0.0006575325,0.0005854666,0.002878487,0.001645563,0.04606649,0.08553755],"study_design_scores_gemma":[0.0002285347,0.001137211,0.322803,0.00248498,0.0002259422,0.6206543,0.007581193,0.001200711,0.001327444,0.007439049,0.034735,0.0001825179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5619033,0.03051866,0.003824312,0.3332465,0.0107878,0.000218293,0.0006777326,0.000198007,0.05862541],"genre_scores_gemma":[0.924424,0.01196412,0.004323529,0.03424815,0.01945668,0.00006764119,0.0005645161,0.00004615122,0.00490527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007990685,"threshold_uncertainty_score":0.02162433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02328800746892239,"score_gpt":0.3016042631617705,"score_spread":0.2783162556928481,"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."}}