{"id":"W2110694413","doi":"10.1136/bmjopen-2014-005429","title":"Chronic condition comorbidity and multidrug therapy in general practice populations: a cross-sectional linkage study","year":2014,"lang":"en","type":"article","venue":"BMJ Open","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute for Health and Care Research","keywords":"Medicine; Comorbidity; Internal medicine; Depression (economics); Cross-sectional study; Odds ratio; Diabetes mellitus; COPD; Medical prescription; Physical therapy; Pathology","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":[0.003334645,0.0002188808,0.0005198965,0.001139533,0.0008419509,0.001183752,0.0004804383,0.0007536494,0.001792937],"category_scores_gemma":[0.01027746,0.0006443046,0.0004898247,0.002969854,0.0003941698,0.001118392,0.00129797,0.0008507586,0.0003157935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007025409,"about_ca_system_score_gemma":0.0007995177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01832065,"about_ca_topic_score_gemma":0.02275651,"domain_scores_codex":[0.9962959,0.001982307,0.0002921046,0.0005459258,0.0005740316,0.0003098124],"domain_scores_gemma":[0.993929,0.001518539,0.002921283,0.0005413079,0.0005422128,0.0005477066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003919654,0.00005105509,0.9988813,0.00001214212,0.00007214995,0.00004856903,0.0002738157,0.00001205895,0.00003583691,0.00001084099,0.00006181597,0.0005011787],"study_design_scores_gemma":[0.00001849545,0.0001730204,0.9986408,0.00001560673,0.00004487215,0.0002571828,0.0005320659,0.000101087,0.00001465339,0.0000172696,0.0001803895,0.000004604866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989156,0.0002148389,0.0001296713,0.00006020931,0.000003890489,0.00003536135,0.0003880323,0.000002545903,0.0002498135],"genre_scores_gemma":[0.9988908,0.0001742503,0.0002190288,0.00009750295,0.00001171247,0.00005660701,0.0004259861,0.000001739979,0.0001224649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01832065,"threshold_uncertainty_score":0.03642803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1913247460534843,"score_gpt":0.5126742192836918,"score_spread":0.3213494732302075,"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."}}