{"id":"W2149321661","doi":"10.1002/acr.22447","title":"Major Depression Diagnoses Among Patients With Systemic Sclerosis: Baseline and One‐Month Followup","year":2014,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; American College of Rheumatology Research and Education Foundation","keywords":"Medicine; Depression (economics); Major depressive disorder; Watchful waiting; Internal medicine; Confidence interval; Mood; Medical diagnosis; Physical therapy; Pediatrics; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007259785,0.000218853,0.0004645325,0.0002609436,0.0003990032,0.0001081991,0.0001386479,0.0001928074,0.00009046548],"category_scores_gemma":[0.0006120356,0.0001596347,0.00008631362,0.0003602949,0.0002851994,0.0001683014,0.0001434153,0.0003861595,0.00006702171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009435172,"about_ca_system_score_gemma":0.0001174488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006301283,"about_ca_topic_score_gemma":0.0002800715,"domain_scores_codex":[0.9966369,0.0004896373,0.0003834195,0.0006206494,0.001282105,0.0005872413],"domain_scores_gemma":[0.9974893,0.0004518419,0.00008188793,0.0005706939,0.0008692404,0.0005369763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002384831,0.0002128771,0.8239724,0.0003280405,0.00006827794,0.00002363309,0.00057312,0.000002380367,0.0008942068,0.00002141838,0.00124194,0.1724232],"study_design_scores_gemma":[0.01003755,0.0009861034,0.9514642,0.03253819,0.0001001957,0.00002046419,0.002836659,0.00006842783,0.001404551,0.00001080153,0.000279632,0.0002532717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9467289,0.05046244,0.00002538433,0.0001001092,0.0001099595,0.001226283,0.00003443887,0.00009524996,0.001217199],"genre_scores_gemma":[0.9929051,0.006096011,0.00009982406,0.00008055437,0.0002196868,0.0002890771,0.000122422,0.00006026862,0.0001269974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.17217,"threshold_uncertainty_score":0.6509713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02181411862033618,"score_gpt":0.2690258718783249,"score_spread":0.2472117532579887,"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."}}