{"id":"W2792318286","doi":"10.5334/ijic.s1112","title":"Current performance and future trends of integrated care: a scientometric analysis","year":2018,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Popularity; Integrated care; Incentive; Health care; Public relations; Political science; Business; Medicine; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001901612,0.0002025457,0.0004346682,0.00502967,0.00004563406,0.00008662643,0.0003788594,0.00006761689,0.000811074],"category_scores_gemma":[0.0001036678,0.0001439766,0.0003039809,0.004438904,0.000250067,0.0002539509,0.00007185109,0.000323097,0.000004593624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009299381,"about_ca_system_score_gemma":0.0007646401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009913625,"about_ca_topic_score_gemma":0.00005563514,"domain_scores_codex":[0.997943,0.00003822053,0.0006160991,0.0002158273,0.001006829,0.0001799895],"domain_scores_gemma":[0.9939513,0.00002367411,0.0004875011,0.0001870521,0.005191365,0.0001591442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001218426,0.000262894,0.2837949,0.0002314997,0.004190627,0.0001038045,0.003099834,0.00006728335,0.0004741758,0.0004494614,0.003647812,0.7024593],"study_design_scores_gemma":[0.007839386,0.003212897,0.6954362,0.001719911,0.005962387,0.0002798361,0.07554737,0.003375321,0.005837647,0.00003746209,0.2001845,0.000567124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834953,0.007695919,0.0003474433,0.0004172348,0.001639288,0.00008259589,0.0001447082,0.00002092843,0.006156599],"genre_scores_gemma":[0.9972078,0.001292891,0.0003537574,0.00006191046,0.0006799384,0.000002411741,0.0002490017,0.0000130143,0.0001392539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7018922,"threshold_uncertainty_score":0.8880692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01729094788959178,"score_gpt":0.3387827829764298,"score_spread":0.321491835086838,"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."}}