{"id":"W2168347354","doi":"10.1097/00002508-200106000-00011","title":"Facial Expression of Children Receiving Immunizations: A Principal Components Analysis of the Child Facial Coding System","year":2001,"lang":"en","type":"article","venue":"Clinical Journal of Pain","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Toronto; SickKids Foundation; Hospital for Sick Children; University of British Columbia; Izaak Walton Killam Health Centre","funders":"","keywords":"Facial expression; Medicine; Facial Action Coding System; Visual analogue scale; Pain scale; Coding (social sciences); Physical therapy; Pain assessment; Physical medicine and rehabilitation; Audiology; Psychology; Communication; Pain management","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":[0.000725634,0.0002756097,0.0002193682,0.0005173738,0.0001551527,0.0002434844,0.0001378694,0.0001261188,0.001205484],"category_scores_gemma":[0.004117073,0.00009987068,0.0003105101,0.0004177546,0.0001741871,0.0001521006,0.0001944672,0.0002209425,0.0001395164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003999216,"about_ca_system_score_gemma":0.0003147367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005746723,"about_ca_topic_score_gemma":0.006305541,"domain_scores_codex":[0.9995769,0.0001359606,0.00002831821,0.00005278049,0.0001491982,0.00005687556],"domain_scores_gemma":[0.9989667,0.0004121366,0.000292829,0.00004175853,0.0002387308,0.00004781926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008595082,0.00008771406,0.9058461,0.0001048296,0.00006853914,0.0002203395,0.00210572,0.0008139872,0.01927404,0.000147669,0.0007440055,0.0697276],"study_design_scores_gemma":[0.000008625941,0.0001314112,0.996539,0.000008897398,0.00001798749,0.000179345,0.0003743639,0.001576051,0.0008402481,0.00002481961,0.000293202,0.00000616831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972866,0.00003690069,0.001795548,0.00002402525,0.000003424674,0.000081889,0.0003056677,0.0000120245,0.0004540187],"genre_scores_gemma":[0.9962409,0.00007195325,0.002958959,0.000007670003,0.000005179162,0.0001088582,0.0003872965,0.000006738854,0.0002124813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005746723,"threshold_uncertainty_score":0.01142657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04091815329362512,"score_gpt":0.3453605889890505,"score_spread":0.3044424356954253,"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."}}