{"id":"W2155766541","doi":"10.1016/j.jpsychores.2008.09.014","title":"Depressive symptoms in relation to physical functioning in pulmonary hypertension","year":2008,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital","funders":"Hypertension Canada","keywords":"Depression (economics); Hemodynamics; Medicine; Depressive symptoms; Population; Bivariate analysis; Multivariate analysis; Internal medicine; Cardiology; Psychology; Physical therapy; Psychiatry; Anxiety","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":[0.000875689,0.0001219174,0.0004462864,0.001549889,0.0001109688,0.00001444217,0.0001449992,0.00008453265,0.00005854093],"category_scores_gemma":[0.0008721853,0.00008809502,0.0001106383,0.001450922,0.00007999529,0.0002610122,0.00005485298,0.0009127907,0.0001301216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002647122,"about_ca_system_score_gemma":0.0002346007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006597601,"about_ca_topic_score_gemma":0.000004519826,"domain_scores_codex":[0.9968647,0.0003491867,0.0005551413,0.000229151,0.001543087,0.0004586702],"domain_scores_gemma":[0.998233,0.0004759066,0.00009851247,0.0002712361,0.0005319774,0.0003893587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002502145,0.003661127,0.9060499,0.00007192302,0.00009070455,0.03559282,0.0006709531,0.0002052713,0.03702211,0.00001697159,0.002319697,0.01179636],"study_design_scores_gemma":[0.002696838,0.001218023,0.9837005,0.00105398,0.00001093612,0.005572535,0.0002103006,0.004420423,0.0002682529,0.0006350296,0.0001418428,0.00007140082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947978,0.0005755755,0.00003235584,0.002389081,0.00009962115,0.0004741352,5.981317e-7,0.000006296925,0.001624512],"genre_scores_gemma":[0.9985735,0.0002974158,0.0004746252,0.00009999602,0.0001823306,0.00002417746,0.000002397544,0.0000194586,0.0003261457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07765052,"threshold_uncertainty_score":0.3965672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08612199617729142,"score_gpt":0.3855258430195487,"score_spread":0.2994038468422573,"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."}}