{"id":"W2031832951","doi":"10.7748/ns2010.09.25.2.35.c7986","title":"Assessment and expression of pain","year":2010,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Pain assessment; Expression (computer science); Health professionals; Psychology; Pain catastrophizing; Pain management; Medicine; Nursing assessment; Health care; Physical therapy; MEDLINE; Chronic pain; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001970392,0.0003666152,0.0004346914,0.001581175,0.0005998562,0.002575059,0.0005590405,0.0008190016,0.003660106],"category_scores_gemma":[0.009792389,0.0001092084,0.0003167475,0.0008661663,0.002375171,0.002075845,0.002541258,0.001338954,0.000903454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008970406,"about_ca_system_score_gemma":0.0007090947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00109377,"about_ca_topic_score_gemma":0.001256982,"domain_scores_codex":[0.9950126,0.002270115,0.0004003715,0.0002700232,0.001821906,0.0002250043],"domain_scores_gemma":[0.997736,0.00088786,0.000526196,0.000114202,0.0005801181,0.000155695],"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":[0.0004253633,0.0001639656,0.0285538,0.002490633,0.0001507296,0.001260285,0.04010523,0.0004186548,0.01616541,0.06940204,0.02549278,0.8153711],"study_design_scores_gemma":[0.00005637455,0.001123149,0.2698999,0.005710761,0.0001736225,0.0275065,0.05251895,0.001581966,0.008656015,0.05600095,0.5764066,0.0003652131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2249836,0.2077852,0.05018495,0.0355222,0.005026899,0.000407181,0.0005867687,0.0003737395,0.4751294],"genre_scores_gemma":[0.8972077,0.05494721,0.01496964,0.003030154,0.0009817947,0.0002856191,0.0001865963,0.00008419784,0.02830713],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.003660106,"threshold_uncertainty_score":0.01224428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123878937439156,"score_gpt":0.3297617767206106,"score_spread":0.3185229873462191,"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."}}