{"id":"W3020842173","doi":"10.1016/j.jpain.2004.02.396","title":"Assessment in nonverbal populations (infants, mentally impaired, etc.)","year":2004,"lang":"en","type":"article","venue":"Journal of Pain","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Audit; Psychological intervention; Nonverbal communication; Incidence (geometry); Pain management; Pain assessment; Chart; Physical therapy; Nursing; Psychology","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":[0.0006092399,0.0003998945,0.0002782879,0.0009282446,0.0005721636,0.0005932808,0.0003620816,0.0004336499,0.006103454],"category_scores_gemma":[0.003539174,0.00007734743,0.0001750405,0.0004446918,0.0003032265,0.0005847929,0.000440125,0.0004974209,0.001016758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002886279,"about_ca_system_score_gemma":0.0008710437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005560016,"about_ca_topic_score_gemma":0.008894949,"domain_scores_codex":[0.9996898,0.0001159452,0.00004661873,0.00002059018,0.00007011995,0.00005704568],"domain_scores_gemma":[0.9992017,0.0002943945,0.0001607916,0.00002314651,0.0002057793,0.0001140826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004795053,0.0003854489,0.7326042,0.0008413,0.00004867993,0.01706431,0.005196817,0.0003921491,0.0107846,0.0006890443,0.006130463,0.2253835],"study_design_scores_gemma":[0.00005095999,0.002116618,0.8800809,0.001508744,0.000121527,0.0672268,0.01436319,0.001614922,0.009571183,0.002327268,0.02095257,0.00006531497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9451292,0.006136161,0.005452555,0.001851944,0.0001695723,0.0003396893,0.000499681,0.00009644798,0.04032468],"genre_scores_gemma":[0.9790534,0.007038261,0.006997466,0.0005979832,0.000145145,0.0003007929,0.0001998577,0.0000228163,0.005644257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006103454,"threshold_uncertainty_score":0.02041811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046682946210837,"score_gpt":0.331886424341692,"score_spread":0.3114195948795836,"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."}}