{"id":"W2140331027","doi":"10.1002/mds.22572","title":"The course of depressive symptoms in early Parkinson's disease","year":2009,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Center for Complementary and Integrative Health; National Institute of Neurological Disorders and Stroke","keywords":"Depressive symptoms; Depression (economics); Hazard ratio; Geriatric Depression Scale; Internal medicine; Medicine; Disease; Severity of illness; Parkinson's disease; Proportional hazards model; Psychiatry; Psychology; Confidence interval; Cognition","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002139346,0.0002276542,0.0009536662,0.0004746646,0.00033078,0.0007707955,0.0003416688,0.0007166649,0.0004564316],"category_scores_gemma":[0.005667169,0.0003511554,0.000588946,0.0006099176,0.0002840526,0.0003417408,0.0003379485,0.0007583538,0.0001346942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000644894,"about_ca_system_score_gemma":0.0003376658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002681447,"about_ca_topic_score_gemma":0.004031768,"domain_scores_codex":[0.9988681,0.000525533,0.0001394609,0.000154572,0.0001970334,0.0001153039],"domain_scores_gemma":[0.9952172,0.001500676,0.002315217,0.0001473382,0.0003320419,0.0004875461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001743992,0.0001625644,0.9862739,0.0001030955,0.0002863813,0.000245753,0.00008481948,0.0002241021,0.0003424758,0.00004826457,0.0001892504,0.01029538],"study_design_scores_gemma":[0.00006919899,0.000410439,0.9985072,0.00003090046,0.00005976305,0.0003559073,0.00002264286,0.000206488,0.00005424788,0.00006469689,0.0002132888,0.00000524965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913185,0.007468199,0.0001781477,0.0001250496,0.00001110744,0.0000295161,0.0004766673,0.000004202442,0.0003886397],"genre_scores_gemma":[0.9977512,0.001287006,0.0001253629,0.00009826636,0.00002049853,0.000023012,0.0005438311,0.000001377711,0.0001494831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002681447,"threshold_uncertainty_score":0.01131409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006257873372814915,"score_gpt":0.2488110293580422,"score_spread":0.2425531559852273,"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."}}