{"id":"W2150457212","doi":"10.1111/pme.12113","title":"Demographic Characteristics, Psychosocial Measures, and Pain in a Sample of Patients with Persistent Pain Referred to a New Zealand Tertiary Pain Medicine Center","year":2013,"lang":"en","type":"article","venue":"Pain Medicine","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Medicine; Center (category theory); Tertiary care; Pain medicine; Chronic pain; Physical therapy; Family medicine; Psychiatry; Anesthesiology","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0128894,0.0003936252,0.0009612675,0.0006106165,0.00006485522,0.000009147304,0.0001379401,0.0001815838,0.0004334404],"category_scores_gemma":[0.01212087,0.0002523705,0.0001129064,0.0006193744,0.0004136233,0.00007515585,0.00002680352,0.0003328639,0.000003306516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031585,"about_ca_system_score_gemma":0.00007080653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00389678,"about_ca_topic_score_gemma":0.0005534454,"domain_scores_codex":[0.9945235,0.00251759,0.0009765128,0.0005702739,0.0008982302,0.0005138577],"domain_scores_gemma":[0.9961382,0.002144593,0.0002583437,0.0004360424,0.0003474202,0.0006754533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005614896,0.0003023428,0.8002711,0.0008820642,0.0001188332,0.000002991173,0.004239687,3.845439e-7,0.0008640563,0.000005086403,0.03342321,0.1593288],"study_design_scores_gemma":[0.007998262,0.007151981,0.9672143,0.004076857,0.00009810853,0.000001151744,0.001595204,0.0005182052,0.000001530634,0.0002371954,0.01083294,0.0002743102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9200819,0.0005387107,0.01052978,0.06537819,0.0001460358,0.003169706,0.00001402189,0.00006646802,0.00007524424],"genre_scores_gemma":[0.9821687,0.0001389217,0.001827584,0.01453908,0.000497533,0.0001301302,0.0004624834,0.00005678146,0.0001788184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1669432,"threshold_uncertainty_score":0.9999928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059485791210293,"score_gpt":0.2424069688548547,"score_spread":0.2318121109427517,"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."}}