{"id":"W3180829957","doi":"10.1177/17531934211029543","title":"Important updates of finger fractures, entrapment neuropathies and wide-awake surgery of the upper extremity","year":2021,"lang":"en","type":"article","venue":"Journal of Hand Surgery (European Volume)","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Medicine; Tourniquet; Surgery; Elbow; Dissection (medical); Ulnar nerve; Decompression; Hand surgery; Entrapment; Nerve compression syndrome; Entrapment Neuropathy","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":[0.003279132,0.0001919355,0.0008583205,0.0002302615,0.0001072629,0.00002953465,0.0000746025,0.00006299307,0.0002789519],"category_scores_gemma":[0.003515784,0.0001196804,0.0006989659,0.0003005214,0.0003268804,0.0001644033,0.00007528037,0.0003554839,0.000001445362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001951817,"about_ca_system_score_gemma":0.0004423043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006920436,"about_ca_topic_score_gemma":0.000002310313,"domain_scores_codex":[0.9965754,0.0007982079,0.001603868,0.0002023299,0.0005921762,0.0002280071],"domain_scores_gemma":[0.9956087,0.002127966,0.001204247,0.0003405401,0.0005513382,0.0001672143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000169932,0.0003701533,0.9589494,0.0002527098,0.0001385273,0.0006027651,0.0004154197,0.000005688401,0.02054752,0.000003172223,0.008221721,0.01032296],"study_design_scores_gemma":[0.0002636537,0.00005935808,0.937889,0.0008360242,0.0001879189,0.0008310825,0.0002674096,0.00001046411,0.02943777,0.00002376677,0.03007705,0.0001164502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885867,0.008391917,0.00003371902,0.001527332,0.001143909,0.00008091704,0.00001128553,0.000006274055,0.0002179417],"genre_scores_gemma":[0.9957037,0.003035491,0.00007969669,0.000395167,0.0001793377,5.044594e-7,0.000007098202,0.0000293245,0.0005697014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02185532,"threshold_uncertainty_score":0.4880426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144097717357582,"score_gpt":0.2255810833932042,"score_spread":0.2141401062196283,"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."}}