{"id":"W157698829","doi":"10.1155/2012/256154","title":"Development of an Electronic Database for Acute Pain Service Outcomes","year":2012,"lang":"en","type":"review","venue":"Pain Research and Management","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; Alberta Hospital Edmonton; University of Alberta; University of Alberta Hospital; Alberta Health Services","funders":"","keywords":"Quality assurance; Data collection; Database; Electronic database; Service (business); Medicine; Data quality; Quality (philosophy); Computer science","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":[0.0435873,0.0008061194,0.001760064,0.009866831,0.001316736,0.005433479,0.003140609,0.0007588743,0.009589482],"category_scores_gemma":[0.1060963,0.0008951664,0.001115992,0.008416888,0.0005069398,0.004648177,0.002879045,0.001759783,0.003858777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003545373,"about_ca_system_score_gemma":0.01092208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01193611,"about_ca_topic_score_gemma":0.007154773,"domain_scores_codex":[0.9710712,0.009872873,0.009611628,0.002756355,0.006126373,0.0005615571],"domain_scores_gemma":[0.8221543,0.07043877,0.01360246,0.0322744,0.0554823,0.006047774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003711301,0.002710408,0.1509459,0.001750745,0.0003746317,0.0005350251,0.003900646,0.005879645,0.003500476,0.005673819,0.07988527,0.741132],"study_design_scores_gemma":[0.004921981,0.006620265,0.4227656,0.004204426,0.001598467,0.001572254,0.006840019,0.1009306,0.03725401,0.01055304,0.4016986,0.001040652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2566776,0.001399927,0.3640713,0.007445452,0.001271893,0.07761265,0.1972943,0.04554524,0.04868161],"genre_scores_gemma":[0.3461174,0.0009137849,0.4909016,0.00135291,0.0004660103,0.0386817,0.1115968,0.001722121,0.008247635],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0435873,"threshold_uncertainty_score":0.2305144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1691159316324204,"score_gpt":0.4618146206783073,"score_spread":0.2926986890458869,"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."}}