{"id":"W2109432779","doi":"10.1136/qshc.2005.014605","title":"How can the principles of complexity science be applied to improve the coordination of care for complex pediatric patients?","year":2006,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation","funders":"","keywords":"Multidisciplinary approach; Medicine; Complexity science; Health care; Quality (philosophy); Key (lock); Nursing; Management science; Computer science; Sociology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003342143,0.0001413345,0.0003623916,0.00006545742,0.001625471,0.00001221522,0.0004901774,0.00006607194,0.000008625181],"category_scores_gemma":[0.0006458118,0.00008364624,0.00009388061,0.0005059635,0.0003794296,0.00005221733,0.0002342272,0.0002319199,0.000001276127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002559043,"about_ca_system_score_gemma":0.0009203548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001810877,"about_ca_topic_score_gemma":0.004419794,"domain_scores_codex":[0.9971237,0.0004119916,0.001124689,0.0003026322,0.0005944827,0.000442465],"domain_scores_gemma":[0.9965864,0.0009792582,0.0008851495,0.0005605817,0.0009006899,0.00008787007],"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":[0.0008040591,0.0004815201,0.289689,0.004769878,0.0000134849,4.127099e-8,0.02522692,0.00007932974,0.002239282,0.6654435,0.005511521,0.005741481],"study_design_scores_gemma":[0.001193753,0.00008673732,0.9744014,0.00004623492,0.00002235663,2.413717e-8,0.01434228,0.00007559684,0.000182182,0.0008718392,0.008658793,0.0001187887],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472548,0.00003614926,0.001972535,0.03677349,0.0004190894,0.009205281,0.002252562,0.00004038708,0.002045691],"genre_scores_gemma":[0.9974204,0.000003952619,0.0005936365,0.001187802,0.0004135598,0.00005728573,0.0001859164,0.00001186967,0.0001255869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6847124,"threshold_uncertainty_score":0.9996743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1303953830705798,"score_gpt":0.4369007652365308,"score_spread":0.3065053821659509,"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."}}