{"id":"W1798637805","doi":"10.1111/pme.12297","title":"Can Adding a Standardized Observational Tool to Interdisciplinary Evaluation Enhance the Detection of Pain in Older Adults with Cognitive Impairments?","year":2013,"lang":"en","type":"article","venue":"Pain Medicine","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Observational study; Medicine; Cognition; Physical therapy; Physical medicine and rehabilitation; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.02650567,0.0007284845,0.001402075,0.002173586,0.0003880393,0.0012106,0.0009570249,0.001020153,0.001235657],"category_scores_gemma":[0.0951351,0.0004639089,0.001370633,0.001534342,0.0005715681,0.001738263,0.00174,0.0006607493,0.0003748619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005734204,"about_ca_system_score_gemma":0.001681954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00207527,"about_ca_topic_score_gemma":0.00628033,"domain_scores_codex":[0.9769628,0.01612471,0.002973229,0.0008520602,0.002525128,0.0005621281],"domain_scores_gemma":[0.9439156,0.02325064,0.01743177,0.00243364,0.0111004,0.001867872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000772857,0.001283603,0.906182,0.001355944,0.0004210712,0.0000912972,0.0009793673,0.0002414743,0.0004960537,0.00006034078,0.001629735,0.08648627],"study_design_scores_gemma":[0.0003344502,0.002243966,0.9909429,0.001002261,0.0002148133,0.0001516068,0.001188591,0.00183802,0.0003631763,0.0001301247,0.001530499,0.0000595387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818216,0.003979869,0.005426429,0.001782488,0.0006252939,0.002179123,0.000813799,0.0001016469,0.003269862],"genre_scores_gemma":[0.9726869,0.002134125,0.01964751,0.0008389071,0.0003990564,0.003050661,0.000915184,0.0000108553,0.0003167203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02650567,"threshold_uncertainty_score":0.140177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668153757039712,"score_gpt":0.3131168239929286,"score_spread":0.2964352864225314,"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."}}