{"id":"W4401731648","doi":"10.1016/j.jpsychores.2024.111889","title":"Halifax somatic symptom disorder trial: A pilot randomized controlled trial of intensive short-term dynamic psychotherapy in the emergency department","year":2024,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Emergency department; Distress; Medicine; Randomized controlled trial; Pilot trial; Psychiatry; Clinical psychology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001186731,0.001478367,0.00263433,0.0005130233,0.0004549309,0.0007658468,0.001182362,0.001169057,0.01049558],"category_scores_gemma":[0.001636052,0.0004756479,0.001062153,0.0003872058,0.001085925,0.0008222152,0.0005084111,0.002220833,0.0008503895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146049,"about_ca_system_score_gemma":0.001374901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001885282,"about_ca_topic_score_gemma":0.003448574,"domain_scores_codex":[0.9995209,0.0002505991,0.00002396131,0.00007807642,0.00004114068,0.00008541008],"domain_scores_gemma":[0.9991587,0.0002206959,0.0002183668,0.00005576274,0.00004811043,0.0002983798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9811448,0.006688118,0.0003239808,0.0005156331,0.0002836901,0.0000378213,0.00003995092,0.0001780307,0.0008258265,0.0001076977,0.0006449826,0.009209453],"study_design_scores_gemma":[0.965214,0.03308756,0.001102061,0.00002010001,0.0000897433,0.00001394236,0.00001621905,0.0001578097,0.00006041161,0.00005350851,0.000180331,0.000004393829],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852912,0.002044555,0.0004488734,0.0009733524,0.0003599106,0.00756963,0.001159092,0.0001588735,0.001994525],"genre_scores_gemma":[0.9649154,0.001772116,0.002602225,0.001122188,0.0004404795,0.02367469,0.001257554,0.00001831659,0.004197143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01049558,"threshold_uncertainty_score":0.03511119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05453596432740506,"score_gpt":0.4304640931396138,"score_spread":0.3759281288122087,"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."}}