{"id":"W2044286157","doi":"10.1053/j.trap.2007.10.002","title":"The importance of the acute pain management service for regional techniques in cardiac anesthesia","year":2007,"lang":"en","type":"article","venue":"Techniques in Regional Anesthesia and Pain Management","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Medicine; Modalities; Acute pain; Intensive care medicine; Health care; Quality (philosophy); Service (business); Regional anesthesia; Medical emergency; Anesthesia","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01414431,0.0004514962,0.0006004936,0.0004091422,0.0002364394,0.00003782067,0.0006600071,0.0002016401,0.000004892072],"category_scores_gemma":[0.00002202083,0.0003048823,0.0002857452,0.0009408441,0.0003452032,0.00008757893,0.0001051078,0.0002854805,0.000001213736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045932,"about_ca_system_score_gemma":0.00003459223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000680716,"about_ca_topic_score_gemma":0.00009256371,"domain_scores_codex":[0.9963798,0.0005941293,0.000944712,0.0006499967,0.0007359362,0.0006954425],"domain_scores_gemma":[0.9976806,0.0008099487,0.000348441,0.0009359703,0.0001200945,0.0001049634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002353142,0.000775071,0.4939843,0.00325078,0.000606444,0.00218156,0.0007635937,0.000008764111,0.0001546486,0.2679602,0.06502044,0.1629411],"study_design_scores_gemma":[0.0006129301,0.0003316506,0.2105576,0.001145452,0.0002084736,0.0001701952,0.001325482,0.0001887034,0.0004056776,0.01137014,0.77326,0.000423668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3362477,0.008513237,0.05340699,0.536839,0.00009562336,0.05009578,0.000003736731,0.001699612,0.01309827],"genre_scores_gemma":[0.4850665,0.02392097,0.1694264,0.2965489,0.0006808324,0.009941471,0.0002104885,0.0004819025,0.01372251],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7082396,"threshold_uncertainty_score":0.9999403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583988966886847,"score_gpt":0.27214868294171,"score_spread":0.2563087932728416,"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."}}