{"id":"W2058231690","doi":"10.1227/neu.0000000000000321","title":"Targeting the Affective Component of Chronic Pain","year":2014,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Pain Management and Treatment","field":"Medicine","cited_by":138,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Component (thermodynamics); Chronic pain; Physical medicine and rehabilitation; Physical therapy","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":[0.001003957,0.00008165644,0.0001724318,0.0000451171,0.00005224861,0.000005403286,0.00004145431,0.00001779448,0.0000311422],"category_scores_gemma":[0.0003017148,0.0000504698,0.0000915425,0.00009347139,0.00005091233,0.00001706146,0.00002951374,0.00007464743,0.00001930607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003098193,"about_ca_system_score_gemma":0.000013878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001268492,"about_ca_topic_score_gemma":9.358281e-7,"domain_scores_codex":[0.9991358,0.000291728,0.0001413428,0.0001292505,0.0001568161,0.0001450932],"domain_scores_gemma":[0.9988276,0.0008402831,0.00007467459,0.0002046355,0.00002035855,0.0000324737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002909195,0.0019136,0.6954082,0.0007310365,0.0004538246,0.000163734,0.0003657664,0.0008421666,0.07669723,0.002714553,0.07445893,0.14596],"study_design_scores_gemma":[0.003162032,0.001604611,0.7405716,0.0003346253,0.0003728071,0.00001533466,0.0001070953,0.07100962,0.0126539,0.0004033528,0.1694379,0.0003271994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878515,0.0004131395,0.003160593,0.002578842,0.0004161943,0.0005151104,0.000001245201,0.00007679638,0.004986579],"genre_scores_gemma":[0.9987379,0.00003504365,0.00003062875,0.0007585628,0.0001596985,0.00001792332,0.000007932506,0.00001123698,0.0002410293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1456328,"threshold_uncertainty_score":0.2058099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248910994680616,"score_gpt":0.2346295189514489,"score_spread":0.2221404090046428,"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."}}