{"id":"W1995657183","doi":"10.1007/s00590-012-1100-2","title":"Arthroscopy-assisted reduction versus open reduction in the fixation of medial malleolar fractures","year":2012,"lang":"en","type":"article","venue":"European Journal of Orthopaedic Surgery & Traumatology","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Arthroscopy; Internal fixation; Surgery; Fixation (population genetics); Reduction (mathematics); Radiological weapon","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":[0.00605065,0.0001814956,0.0006815725,0.0005266083,0.00007781168,0.00002110612,0.0002102904,0.00008428052,0.0002778392],"category_scores_gemma":[0.0009287088,0.0001270935,0.0003584434,0.0004587359,0.0002077835,0.0004731525,0.00003833576,0.0005594,0.00001340497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000041147,"about_ca_system_score_gemma":0.0002021741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001091073,"about_ca_topic_score_gemma":0.00000374147,"domain_scores_codex":[0.9960991,0.001702209,0.00126582,0.0001567742,0.0004388118,0.0003373223],"domain_scores_gemma":[0.997743,0.0005659169,0.001087341,0.0002563346,0.0001961346,0.0001513354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02869395,0.003209539,0.5735434,0.0003163813,0.0008212401,0.001956477,0.01058929,0.00004466504,0.02426646,0.0002942509,0.06823806,0.2880263],"study_design_scores_gemma":[0.004691292,0.0006734652,0.9432272,0.000523031,0.0002738966,0.01156541,0.002860727,0.000004738587,0.00324363,0.00002266123,0.03269025,0.0002237271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874039,0.001738608,0.00004178709,0.002527697,0.005678684,0.0001940906,0.000001641824,0.00001234411,0.002401284],"genre_scores_gemma":[0.9979422,0.0004666634,0.0002849498,0.0001174673,0.001104838,0.000002766497,0.00002507053,0.00003099672,0.00002504887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3696838,"threshold_uncertainty_score":0.5182721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07878391691441339,"score_gpt":0.328575332539115,"score_spread":0.2497914156247016,"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."}}