{"id":"W2044464329","doi":"10.1155/2014/828965","title":"Remission from Depression among Adults with Arthritis: A 12-Year Followup of a Population-Based Study","year":2014,"lang":"en","type":"article","venue":"Depression Research and Treatment","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Medicine; Depression (economics); Arthritis; Population; Psychological intervention; Physical therapy; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002455869,0.000179134,0.0002655033,0.0001455419,0.0003095575,0.00003333631,0.00009877001,0.00009254785,0.0003054468],"category_scores_gemma":[0.00002983801,0.0001116876,0.00005335426,0.0001485844,0.00005755277,0.00005347344,0.00004663087,0.0001436084,0.00001714925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004563282,"about_ca_system_score_gemma":0.00003253351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004023583,"about_ca_topic_score_gemma":0.0009362057,"domain_scores_codex":[0.9979813,0.0003136736,0.0002664954,0.000550435,0.0005838381,0.000304296],"domain_scores_gemma":[0.9990255,0.0002267055,0.00008901105,0.0003216392,0.00009646003,0.0002406681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002063825,0.002418952,0.9150722,0.00001163514,0.00007641106,0.00002138321,0.0009845592,0.000004743947,0.00005332845,0.00004553619,0.0002919415,0.07895549],"study_design_scores_gemma":[0.007524188,0.001252063,0.9879522,0.00114221,0.00001382738,7.8398e-7,0.0008668829,0.0000473932,0.0002467178,0.0003308768,0.0004961759,0.0001266378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963332,0.0004168609,0.00005178032,0.0000985403,0.0001092389,0.0007995715,0.00002525611,0.00003304696,0.002132508],"genre_scores_gemma":[0.9987875,0.00006093456,0.0001992294,0.00001710413,0.0001060302,0.0001306412,0.0001696632,0.0000176723,0.0005112797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07882885,"threshold_uncertainty_score":0.6082481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02924079301322981,"score_gpt":0.3257617911062444,"score_spread":0.2965209980930146,"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."}}