{"id":"W2606714132","doi":"10.1177/084456211504700102","title":"Pain Assessment and Management in Canada: We've Come a Long Way but there are Challenges on the Road Ahead","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McMaster University; Heart and Stroke Foundation","funders":"","keywords":"Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01294347,0.0008281695,0.001623225,0.002558894,0.01264109,0.01044886,0.005204283,0.008926705,0.01745386],"category_scores_gemma":[0.03658861,0.0008857812,0.001576358,0.005111161,0.007429237,0.00650333,0.007340321,0.01667766,0.00203125],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1313233,"about_ca_system_score_gemma":0.5774224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9889401,"about_ca_topic_score_gemma":0.9951375,"domain_scores_codex":[0.9811299,0.002599505,0.001441229,0.0009944788,0.008020096,0.005814828],"domain_scores_gemma":[0.8529944,0.006811516,0.004139753,0.0009551611,0.06949806,0.06560105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001642437,0.0005190264,0.03159504,0.002118603,0.000172586,0.0006455766,0.002628092,0.0007004394,0.0003841152,0.01193794,0.7373804,0.211754],"study_design_scores_gemma":[0.0004251434,0.0003981381,0.2410481,0.01299307,0.0002810714,0.0008544089,0.02567598,0.00238195,0.000357812,0.01703712,0.6977664,0.0007806366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003488055,0.02363435,0.0005741484,0.9607786,0.004457527,0.0000760247,0.0004711097,0.00008406986,0.006436029],"genre_scores_gemma":[0.2227322,0.1314738,0.02783278,0.582244,0.008675394,0.0003826932,0.002280543,0.0003571443,0.02402141],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8686767,"threshold_uncertainty_score":0.9528219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2004463504855803,"score_gpt":0.3880720187839603,"score_spread":0.18762566829838,"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."}}