{"id":"W3094859255","doi":"10.1167/jov.20.11.1550","title":"A bias to underestimate pain is linked with mental representations of pain facial expressions","year":2020,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de l'Outaouais","funders":"","keywords":"Facial expression; Psychology; Correlation; Salience (neuroscience); Perception; Audiology; Cognitive psychology; Medicine; Communication; Mathematics","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":[0.001876553,0.000271429,0.0002349348,0.0004621051,0.0002819978,0.0006997828,0.0002029754,0.0003589073,0.002077894],"category_scores_gemma":[0.01641425,0.0002649452,0.0002247129,0.0001953721,0.0006174481,0.0004521587,0.0005825775,0.0005895295,0.0001899902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001900366,"about_ca_system_score_gemma":0.0001762245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001195943,"about_ca_topic_score_gemma":0.001487882,"domain_scores_codex":[0.9989133,0.0002852535,0.00008422319,0.0002050248,0.000415114,0.00009714557],"domain_scores_gemma":[0.9908199,0.003501958,0.003366266,0.001117302,0.0009982713,0.0001963206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001670924,0.0002657984,0.7339726,0.0004109739,0.0002821909,0.0004322608,0.01297834,0.000524585,0.201103,0.001034668,0.0007106632,0.04661403],"study_design_scores_gemma":[0.00001254368,0.0001717452,0.990878,0.00002657178,0.00003182125,0.0005022686,0.001262346,0.0006488725,0.005514291,0.0005255496,0.000405777,0.00002015055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962009,0.0001557642,0.002159093,0.00007079497,0.000009760965,0.00002136418,0.00003834686,0.00001203151,0.001332011],"genre_scores_gemma":[0.9987485,0.00006021158,0.000803286,0.00004651535,0.000008383873,0.00001740218,0.00004126116,0.00000831127,0.0002661849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002077894,"threshold_uncertainty_score":0.009924233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2307483295302174,"score_gpt":0.3545232484773591,"score_spread":0.1237749189471417,"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."}}