{"id":"W2072705277","doi":"10.1016/j.jpsychores.2005.06.064","title":"An international study comparing the effect of medically explained and unexplained somatic symptoms on psychosocial outcome","year":2006,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"World Health Organization","keywords":"Psychosocial; Medicine; Etiology; Psychiatry; Confounding; Primary care; Internal medicine; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003829706,0.0002458799,0.0008401207,0.0005610518,0.0001969515,0.00009611492,0.0006003693,0.0000895866,0.0001007229],"category_scores_gemma":[0.000452072,0.0001329142,0.0001942148,0.0004596311,0.0002635673,0.000194031,0.00004306802,0.0005716267,0.00001343595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009699271,"about_ca_system_score_gemma":0.00006314034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006076626,"about_ca_topic_score_gemma":0.00001554335,"domain_scores_codex":[0.9948288,0.0008504943,0.001371709,0.0002475209,0.002338894,0.0003626228],"domain_scores_gemma":[0.9971403,0.001200064,0.0005704428,0.0005562994,0.0003084535,0.0002244031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002149813,0.003533076,0.9860806,0.00023068,0.0007748075,0.00009111942,0.001847791,0.00001268403,0.0006518997,0.0003708605,0.0007114822,0.003545143],"study_design_scores_gemma":[0.01983976,0.0160165,0.9544794,0.001606647,0.000206724,0.0001928085,0.002362075,0.001848043,0.0001372506,0.003072851,0.00009182977,0.0001461043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991109,0.0001177287,0.0001128708,0.002085481,0.0005246606,0.001157293,0.000002505379,0.00001474041,0.004875743],"genre_scores_gemma":[0.9990982,0.00002751537,0.0002772259,0.00004699873,0.0003779907,0.0000434019,0.000004039789,0.00003108941,0.00009350571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03160124,"threshold_uncertainty_score":0.5420082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04581735939008168,"score_gpt":0.4353058192386087,"score_spread":0.389488459848527,"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."}}