{"id":"W2963316984","doi":"10.1097/aln.0000000000002865","title":"Peripheral Nerve Blocks for Ambulatory Shoulder Surgery","year":2019,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Ambulatory; Odds ratio; Shoulder surgery; Emergency department; Emergency medicine; Surgery; Cohort study; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000397643,0.0001614789,0.0004627461,0.00009324418,0.00004776846,0.000006455529,0.00008134236,0.0001780349,0.0007796594],"category_scores_gemma":[0.00003595313,0.0001306481,0.0002279921,0.00007219332,0.00006715224,0.00003290958,0.00001327049,0.0001002549,0.0001447425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002877935,"about_ca_system_score_gemma":0.00006990112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002076207,"about_ca_topic_score_gemma":0.000001605688,"domain_scores_codex":[0.9989246,0.00007195616,0.0002331187,0.0003155081,0.0001012767,0.000353556],"domain_scores_gemma":[0.9990517,0.000376628,0.00006580685,0.0003618623,0.00005435022,0.00008968468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002906314,0.00006949115,0.9688743,0.0001115746,0.00005504079,0.0001172769,0.00009823064,0.00002691244,0.0003812979,0.0007218143,0.02761299,0.001640424],"study_design_scores_gemma":[0.000517396,0.0004387744,0.6573411,0.00002695525,0.00006427601,0.0001812054,0.0001163945,0.0002155665,0.0001337451,0.0002040633,0.3406039,0.0001566292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966928,0.0003035067,0.00008183345,0.001149853,0.0001088962,0.0006728277,2.849423e-7,0.00008509212,0.0009049061],"genre_scores_gemma":[0.9751211,0.00002395349,0.0004333198,0.01334587,0.0002178803,0.00007793873,0.00004017463,0.0000336898,0.01070602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3129909,"threshold_uncertainty_score":0.8536724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02411382190672044,"score_gpt":0.2688232490299888,"score_spread":0.2447094271232684,"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."}}