{"id":"W1589388240","doi":"10.1007/bf03019101","title":"Acute pain management services have progressed, albeit insufficiently in Canadian academic hospitals","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"Queen's University","keywords":"Anesthesiology; Pharmacy; Medicine; Pain management; Acute pain; Pain medicine; Quality management; Nursing; Family medicine; Management system; Anesthesia; Management","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003701927,0.0005786681,0.0009149261,0.003804074,0.0004937041,0.0003166818,0.001106073,0.0003964879,0.0001619099],"category_scores_gemma":[0.0001153747,0.0005424145,0.0003659224,0.001100174,0.000234447,0.000621825,0.00001960128,0.001740447,0.00003890693],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004260546,"about_ca_system_score_gemma":0.007386431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3086547,"about_ca_topic_score_gemma":0.7812079,"domain_scores_codex":[0.9948394,0.0002003668,0.001406401,0.0004334525,0.0008654178,0.002254915],"domain_scores_gemma":[0.9920129,0.0000488921,0.0007098666,0.0004301831,0.0004921621,0.006305971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001344796,0.00006134203,0.1820554,0.0001906372,0.0003251617,0.8077574,0.002268876,0.0005363409,0.000008118644,0.001014295,0.002418261,0.003229739],"study_design_scores_gemma":[0.005508073,0.002006348,0.24367,0.00287237,0.0007006283,0.6761478,0.00480192,0.0001252496,0.00004421017,0.001463069,0.06167359,0.0009867703],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757179,0.002543123,0.00001910335,0.01873326,0.0003060959,0.0007272999,0.000009892739,0.00001679835,0.001926539],"genre_scores_gemma":[0.9953313,0.0004873349,0.0009621294,0.001674465,0.0005513423,0.00001346566,0.00002466935,0.00009907175,0.000856178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4725532,"threshold_uncertainty_score":0.9997028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007195090157840122,"score_gpt":0.2338117556975148,"score_spread":0.2266166655396746,"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."}}