{"id":"W2732904581","doi":"10.5750/ejpch.v5i2.1285","title":"Using a biopsychosocial formulation to facilitate a person centered approach to Medically Unexplained Symptoms","year":2017,"lang":"en","type":"article","venue":"European Journal for Person Centered Healthcare","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Thunder Bay Regional Health Sciences Centre; McMaster University","funders":"","keywords":"Biopsychosocial model; Psychotherapist; Medicine; Psychology","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007811947,0.0003835847,0.0005640122,0.0002811596,0.0016084,0.0002785501,0.0004444943,0.00007829719,0.0000336274],"category_scores_gemma":[0.0002599917,0.0003194328,0.0003932445,0.0001247624,0.00004545761,0.0002183735,0.00005054142,0.000334141,0.00005911587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004289856,"about_ca_system_score_gemma":0.0001341437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001084245,"about_ca_topic_score_gemma":0.00002368335,"domain_scores_codex":[0.9972079,0.0002512029,0.0005828245,0.0005562774,0.0005680978,0.0008337206],"domain_scores_gemma":[0.9972447,0.00002295696,0.0004448701,0.0005836843,0.0003173305,0.001386528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03218639,0.00640739,0.1068401,0.004928328,0.00401299,0.001107971,0.3404041,0.0000768381,0.01074388,0.001481287,0.04912595,0.4426848],"study_design_scores_gemma":[0.1135427,0.02686947,0.5847637,0.02603719,0.001154443,0.003734919,0.09366563,0.0175248,0.0001630119,0.0004588291,0.1282962,0.003789157],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.930298,0.0001880189,0.02764495,0.02613527,0.002301033,0.002894704,0.0003840257,0.00009598055,0.01005798],"genre_scores_gemma":[0.9826265,0.00002533878,0.01332994,0.002004775,0.0007659876,0.00002414773,0.0001079025,0.0001098168,0.001005589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4779236,"threshold_uncertainty_score":0.9999258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2811010514348951,"score_gpt":0.377335266660317,"score_spread":0.09623421522542197,"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."}}