{"id":"W2264214308","doi":"","title":"Evaluation of Participants Characteristics and Health Economic Aspects of Outpatient Disease Management Programs (DMP) for Chronic Heart Disease Patients in Germany","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Health and Medical Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Medicine; Logistic regression; Myocardial infarction; Population; Disease; Health care; Quality of life (healthcare); Medical record; Stroke (engine); Physical therapy; Gerontology; Demography; Environmental health; Psychiatry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0113453,0.00013243,0.0003675112,0.000132849,0.0002655844,0.000002939021,0.00008283884,0.00004972666,0.00001228631],"category_scores_gemma":[0.0002817378,0.0001141798,0.00005802729,0.00007856431,0.00006013507,0.0000647239,0.00005050873,0.0005008662,0.000004021162],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003316113,"about_ca_system_score_gemma":0.007674175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001329118,"about_ca_topic_score_gemma":0.003286402,"domain_scores_codex":[0.995506,0.0003331314,0.001136586,0.000201627,0.0005003635,0.002322254],"domain_scores_gemma":[0.9982859,0.0001042559,0.0006287867,0.0001347696,0.0002311969,0.0006150178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007869799,0.0008390445,0.7110106,0.001686547,0.0001127201,0.000001046363,0.001047436,0.00001030703,0.000001146834,0.01608183,0.00008390168,0.2683384],"study_design_scores_gemma":[0.003823244,0.001060692,0.9791602,0.0005437018,0.0001309375,1.993977e-7,0.0007974479,0.0005354923,5.950527e-7,0.01283953,0.001012353,0.00009555418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908205,0.00381206,0.0003626253,0.001554858,0.0003752585,0.002959064,0.0000277751,0.000007954212,0.00007992295],"genre_scores_gemma":[0.9960768,0.003208608,0.0000250501,0.0002650985,0.0001780505,0.0001773657,0.0000265065,0.00001598545,0.00002649014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2682429,"threshold_uncertainty_score":0.9979514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08358010256443132,"score_gpt":0.4431353687121385,"score_spread":0.3595552661477072,"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."}}