{"id":"W1925534738","doi":"10.1002/nur.21624","title":"Symptom Distress Profiles in Hospitalized Patients in Sweden: A Cross‐Sectional Study","year":2014,"lang":"en","type":"article","venue":"Research in Nursing & Health","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity Western University; Providence Health Care; Centre for Advancing Health Outcomes; Western University","funders":"Health and Medical Care Committee of the Regional Executive Board, Region Västra Götaland","keywords":"Medicine; Distress; Cross-sectional study; Medical diagnosis; Latent class model; Physical therapy; Psychiatry; Clinical psychology; Pathology","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":[0.002031444,0.0001456805,0.0003811806,0.0006428468,0.0001224471,0.00005257695,0.0001391593,0.00007587038,0.00002222878],"category_scores_gemma":[0.0002266974,0.0001253509,0.0000361954,0.0007843802,0.0001439527,0.00008842642,0.00002918143,0.0004658979,0.00002145103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202253,"about_ca_system_score_gemma":0.0002472069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003716067,"about_ca_topic_score_gemma":0.0006305648,"domain_scores_codex":[0.9965661,0.0007291978,0.0005658059,0.0004465624,0.0009038433,0.0007885328],"domain_scores_gemma":[0.9990952,0.0001906395,0.00007166537,0.0003281223,0.00009391806,0.0002204395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004573626,0.01095374,0.9728334,0.0001936341,0.000009582694,0.00001419648,0.002912978,0.000004718147,0.000001224049,0.0001717711,0.0001384566,0.01230894],"study_design_scores_gemma":[0.01032484,0.002014844,0.9807355,0.003218116,0.000001126185,0.000001786868,0.0006816775,0.0004310895,0.000001880789,0.002471635,0.00003305335,0.00008449492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928026,0.0001550845,0.000005009288,0.001246814,0.0002096751,0.002300705,0.00001070151,0.00002015541,0.00324921],"genre_scores_gemma":[0.9993477,0.00005256898,0.00008521351,0.00005006419,0.00004639939,0.0002264639,0.00006480048,0.00002340212,0.0001033256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01222444,"threshold_uncertainty_score":0.5617607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06242039862629423,"score_gpt":0.475153735404967,"score_spread":0.4127333367786728,"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."}}