{"id":"W3021784605","doi":"10.1016/j.jpain.2004.02.477","title":"Other","year":2004,"lang":"en","type":"article","venue":"Journal of Pain","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Malingering; Facial expression; Expression (computer science); Audiology; Medicine; Psychology; Clinical psychology; Communication","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001043801,0.0008705578,0.0005943953,0.003590761,0.001547812,0.003593485,0.001568034,0.001308738,0.8336545],"category_scores_gemma":[0.004268046,0.0003254421,0.0005764876,0.001944227,0.0003414911,0.001905876,0.002683145,0.001077369,0.7479504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000737999,"about_ca_system_score_gemma":0.00176525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002429462,"about_ca_topic_score_gemma":0.006394744,"domain_scores_codex":[0.99925,0.00007432795,0.00003683685,0.0001261699,0.0003868931,0.0001257155],"domain_scores_gemma":[0.9971535,0.0002959278,0.0001367118,0.0006565715,0.0009155705,0.0008417595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004977523,0.00007686639,0.0005060908,0.0001141747,0.000005741956,0.00007394432,0.00008178772,0.00003125167,0.0006175272,0.005638278,0.8298663,0.1629382],"study_design_scores_gemma":[0.000008137832,0.000007595538,0.0005373637,0.00003987052,0.000003564941,0.00007389121,0.000031354,0.00003013537,0.0001684425,0.00104255,0.9980526,0.000004449326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005289684,0.0003700053,0.001210514,0.001241899,0.001111026,0.0001056816,0.004341162,0.001583855,0.9895069],"genre_scores_gemma":[0.002479234,0.0003910188,0.0008520603,0.0009609591,0.0002567975,0.00006071798,0.00431812,0.0005088219,0.9901722],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1663455,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03474487255072584,"score_gpt":0.351885377622491,"score_spread":0.3171405050717652,"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."}}