{"id":"W7073708710","doi":"","title":"Recommendations for improved acute pain services: Canadian collaborative acute pain initiative.","year":2004,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acute pain; Multidisciplinary approach; Pain management; Acute care; Acute hospital; MEDLINE; Outcome (game theory); Epidemiology; Acute stroke","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006272792,0.0003386051,0.0003467717,0.0001657205,0.000469793,0.00177982,0.0005024808,0.0001676661,0.001220139],"category_scores_gemma":[0.0001145642,0.000300944,0.0001199367,0.0005514278,0.00006638535,0.003772251,0.0000350748,0.0001993049,0.0008558553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001946868,"about_ca_system_score_gemma":0.000622293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002998715,"about_ca_topic_score_gemma":0.01269066,"domain_scores_codex":[0.9980132,0.0002368824,0.0004256482,0.0004738343,0.0001596561,0.0006907967],"domain_scores_gemma":[0.99847,0.0003413676,0.0001765481,0.0002848178,0.0001026933,0.0006245796],"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":[0.004812481,0.001721835,0.2500377,0.001991507,0.01005823,0.0009820742,0.007003927,0.001978998,0.006372627,0.03003992,0.2309981,0.4540027],"study_design_scores_gemma":[0.001298527,0.0005587791,0.003091487,0.0001236101,0.00009780283,0.000004304233,0.0002721159,0.000598448,0.001774797,0.04897828,0.9423842,0.0008176836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2744677,0.0003676986,0.004049952,0.04131759,0.001594648,0.004268623,0.6510649,0.000845145,0.02202381],"genre_scores_gemma":[0.9356954,0.00005918028,0.007400308,0.01232793,0.00037587,0.00005736782,0.04354498,0.00005133182,0.0004876373],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7113861,"threshold_uncertainty_score":0.9999443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193119460286485,"score_gpt":0.2059829220859596,"score_spread":0.1940517274830947,"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."}}