{"id":"W2105486330","doi":"10.1080/10410236.2011.618426","title":"The Disruptive Consequences of Discourse Fragmentation in the Organization and Delivery of Health Care: A Look Into Diabetes","year":2011,"lang":"en","type":"article","venue":"Health Communication","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Fragmentation (computing); Health care delivery; Diabetes mellitus; Health care; Psychology; Medicine; Political science; Computer science","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":[0.002278376,0.00006642077,0.000183952,0.00007074521,0.0004052399,0.00001904649,0.0002835629,0.00003168196,0.000004078715],"category_scores_gemma":[0.0002957796,0.00004236358,0.00001354171,0.0003804651,0.0003770067,0.0002736824,0.0001045965,0.00009496139,0.000001751483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005914397,"about_ca_system_score_gemma":0.0001576332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05865993,"about_ca_topic_score_gemma":0.003429805,"domain_scores_codex":[0.9986552,0.0004009894,0.000565927,0.00008689539,0.0000998473,0.0001911351],"domain_scores_gemma":[0.998381,0.0003288958,0.0007755799,0.0003155512,0.0001883863,0.00001059119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004822581,0.000224986,0.3449092,0.001909018,0.00002775478,1.085401e-7,0.07691417,0.0000764889,0.00003337069,0.4951843,0.01245956,0.06821278],"study_design_scores_gemma":[0.0007376709,0.0001988357,0.7866718,0.0003478786,0.00002086951,0.000001132927,0.1689027,0.001422104,0.00002402386,0.02029239,0.02120014,0.0001804422],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9103624,0.006107066,0.000066997,0.08232808,0.00005713429,0.0005183165,0.000002778954,0.00001122473,0.0005460453],"genre_scores_gemma":[0.9869261,0.003047522,0.0002457831,0.00967506,0.00002048023,0.00002253959,0.00005668916,0.000004927549,8.388773e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4748919,"threshold_uncertainty_score":0.9476085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0423151852697597,"score_gpt":0.3296410780954558,"score_spread":0.2873258928256961,"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."}}