{"id":"W2945903693","doi":"10.26766/pmgp.v4i1.185","title":"Psychoemotional disorders in patients with rheumatoid arthritis","year":2019,"lang":"en","type":"article","venue":"Psychosomatic Medicine and General Practice","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Anxiety; Rheumatoid arthritis; Duration (music); Medicine; Toronto Alexithymia Scale; Clinical psychology; Psychology; Psychiatry; Physical therapy; Family medicine; Internal medicine; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.0002448922,0.0002852583,0.0005143178,0.0002151316,0.00005672688,0.00001917542,0.0000788691,0.00008223321,0.0007437983],"category_scores_gemma":[0.0001460073,0.0001942503,0.00004164626,0.0003385487,0.0001117104,0.0003474813,0.00001613818,0.0002122353,0.0001507726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002986412,"about_ca_system_score_gemma":0.00003568978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000167836,"about_ca_topic_score_gemma":0.00002625338,"domain_scores_codex":[0.9980887,0.0000851825,0.0004761794,0.0004557021,0.0005659459,0.000328286],"domain_scores_gemma":[0.9988719,0.0001990096,0.0002074791,0.0004215107,0.00008976119,0.0002103265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008344192,0.00152853,0.9753118,0.000135881,0.0002451298,0.000004917025,0.0007156891,0.000003576082,0.00001647425,0.001140158,0.00181893,0.01824448],"study_design_scores_gemma":[0.03036097,0.002228086,0.943431,0.002537571,0.00006017676,0.0001005438,0.0007575831,0.0003200735,0.000001346404,0.002841026,0.01706391,0.0002976963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9312333,0.00111375,0.0001388919,0.01034381,0.0003207038,0.00122491,0.000003250586,0.00003861216,0.05558274],"genre_scores_gemma":[0.9875715,0.003220706,0.004916797,0.003426706,0.00007944759,0.00006110098,0.00007612831,0.00004308338,0.000604471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05633822,"threshold_uncertainty_score":0.8144071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00803469683063683,"score_gpt":0.2714604586819915,"score_spread":0.2634257618513546,"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."}}