{"id":"W2335393016","doi":"10.1093/eurpub/ckw018","title":"Continuity of care in the ambulatory sector and hospital admissions among patients with heart failure in Germany","year":2016,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung; AGE-WELL","keywords":"Medicine; Ambulatory; Heart failure; Logistic regression; Ambulatory care; Emergency medicine; Index (typography); Health care; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006950038,0.0001429306,0.0004867631,0.0003016534,0.0002094032,0.00001081155,0.0002854986,0.00005072073,0.0001046248],"category_scores_gemma":[0.0005513425,0.00007076956,0.00005546926,0.0002617237,0.00009168987,0.0003616919,0.000087342,0.0007898326,0.000006426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004594895,"about_ca_system_score_gemma":0.003224273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001063179,"about_ca_topic_score_gemma":0.001403827,"domain_scores_codex":[0.9916724,0.006015071,0.001165452,0.0001609163,0.0004119067,0.0005742763],"domain_scores_gemma":[0.9974295,0.0005008727,0.0008906226,0.0002547463,0.0003834879,0.0005407198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000287612,0.00009421432,0.9720434,0.0001926522,0.000006250305,0.00001383317,0.01266225,7.572067e-8,0.000003173494,0.00006987243,0.007133354,0.007752188],"study_design_scores_gemma":[0.002696454,0.0009849406,0.9292677,0.0005549635,0.000002920455,0.000002466379,0.0042016,1.096766e-7,2.639271e-7,0.000006386784,0.0622047,0.00007746546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574959,0.0003676706,0.00004506727,0.04033343,0.0002268248,0.0005315208,0.00003185205,0.000008648622,0.0009590373],"genre_scores_gemma":[0.9940019,0.00008663298,0.0002038349,0.005495084,0.000141191,0.000003492665,0.00000253734,0.0000244228,0.0000408661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05507135,"threshold_uncertainty_score":0.5719723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02625388175349888,"score_gpt":0.3253986476154077,"score_spread":0.2991447658619087,"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."}}