{"id":"W1966715462","doi":"10.1016/j.jpain.2010.10.010","title":"Judgments About Pain Intensity and Pain Genuineness: The Role of Pain Behavior and Judgmental Heuristics","year":2011,"lang":"en","type":"article","venue":"Journal of Pain","topic":"Pain Management and Placebo Effect","field":"Neuroscience","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Heuristics; Psychology; Pain catastrophizing; Cognitive psychology; Chronic pain; Perspective (graphical); Inference; Computer science; Artificial intelligence; 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":[0.008289297,0.000515346,0.0006336881,0.0008292245,0.0005286341,0.003347234,0.000689155,0.001399375,0.002847584],"category_scores_gemma":[0.1283993,0.0006398731,0.0004677102,0.0004335424,0.002477796,0.002764157,0.001202452,0.002135744,0.0002169024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007920989,"about_ca_system_score_gemma":0.0008975433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001398239,"about_ca_topic_score_gemma":0.001254025,"domain_scores_codex":[0.9928288,0.003384477,0.0003335557,0.0008858019,0.002220691,0.0003467719],"domain_scores_gemma":[0.9186859,0.06118664,0.01064113,0.005122295,0.002644132,0.001719895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03216826,0.004706512,0.3383972,0.00249496,0.002702798,0.000999625,0.02008141,0.01414762,0.1842242,0.08055655,0.003511279,0.3160097],"study_design_scores_gemma":[0.0007466573,0.002058473,0.869767,0.0002186491,0.0004162886,0.0006603961,0.002045471,0.02496566,0.008404879,0.08901778,0.001455323,0.0002434139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655992,0.001047938,0.01357745,0.0008758041,0.0001437444,0.0001914101,0.00007981465,0.00005680124,0.01842782],"genre_scores_gemma":[0.9956819,0.000187709,0.003455849,0.0001807159,0.00005026006,0.00004042875,0.00004650973,0.00003161035,0.0003251394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008289297,"threshold_uncertainty_score":0.0438385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02905832738641669,"score_gpt":0.2412778064173143,"score_spread":0.2122194790308976,"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."}}