{"id":"W2612500323","doi":"10.1186/s13030-017-0098-4","title":"Pain threshold reflects psychological traits in patients with chronic pain: a cross-sectional study","year":2017,"lang":"en","type":"article","venue":"BioPsychoSocial Medicine","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chronic pain; Minnesota Multiphasic Personality Inventory; Neuroticism; Medicine; Pain catastrophizing; McGill Pain Questionnaire; Depression (economics); Cross-sectional study; Personality; Physical therapy; Clinical psychology; Psychology; Psychiatry; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003304657,0.0002817012,0.0005193067,0.00018184,0.0003911917,0.0000437211,0.000252476,0.0002581706,0.000226376],"category_scores_gemma":[0.001662093,0.0001798744,0.00009864333,0.0002441503,0.0007056051,0.00012045,0.00002728199,0.0004669559,0.00001782735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002508152,"about_ca_system_score_gemma":0.0000689629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001013659,"about_ca_topic_score_gemma":0.0002400686,"domain_scores_codex":[0.9971506,0.000344478,0.0005666775,0.0006581965,0.0008619543,0.0004181225],"domain_scores_gemma":[0.9985542,0.0001957439,0.0002616582,0.0005435137,0.0002207421,0.0002241462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001517631,0.002074266,0.9831945,0.0001457062,0.00006044652,0.00001594036,0.0004744942,5.326172e-7,0.0004188948,0.00006349498,0.0009180928,0.01111599],"study_design_scores_gemma":[0.01586143,0.01527669,0.9675599,0.0003788989,0.00002187265,0.000001029842,0.0001167131,0.00001844175,9.399769e-7,0.0002105697,0.0003565764,0.0001968717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891309,0.00008786441,0.00006553794,0.002679576,0.0006161329,0.002052288,0.000003575828,0.00007053707,0.005293552],"genre_scores_gemma":[0.9968472,0.000007017791,0.0000909584,0.001034452,0.001504702,0.0001325132,0.00003782536,0.00003193941,0.0003133937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01563455,"threshold_uncertainty_score":0.7335066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03330154627969829,"score_gpt":0.3742284101193835,"score_spread":0.3409268638396852,"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."}}