{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004319155,0.0001456669,0.0003105104,0.0003547137,0.0002766821,0.0004108288,0.0003252662,0.0001782769,0.00395193],"category_scores_gemma":[0.002111877,0.00007011097,0.0003131838,0.0006896342,0.0003052788,0.0001390212,0.0003484177,0.0004445395,0.0003057859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415583,"about_ca_system_score_gemma":0.002421964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02968893,"about_ca_topic_score_gemma":0.09052755,"domain_scores_codex":[0.9995058,0.00008604238,0.00004215271,0.00004729451,0.0002226614,0.00009603098],"domain_scores_gemma":[0.9979292,0.0003160621,0.001332724,0.0000326747,0.0001443429,0.0002450034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009959362,0.0004425814,0.8839903,0.001576333,0.0004853435,0.0006474454,0.0001055967,0.0005591686,0.001170606,0.000286671,0.004596068,0.105144],"study_design_scores_gemma":[0.000208952,0.000814257,0.9920807,0.0005775546,0.0001549839,0.00148188,0.00008377372,0.0004036288,0.0001494381,0.0002129682,0.003825193,0.000006722628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406707,0.0474374,0.0007337511,0.001786534,0.0001212588,0.0001581737,0.001812329,0.00004590832,0.007233901],"genre_scores_gemma":[0.9847676,0.01261686,0.0005052912,0.0004242925,0.0001424289,0.000040993,0.0007876809,0.00000471703,0.0007100902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02968893,"threshold_uncertainty_score":0.05903226,"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."}}