{"id":"W4384206865","doi":"10.1155/2023/4487200","title":"A Multilevel Framework for Complex Care: A Critical Interpretive Synthesis","year":2023,"lang":"en","type":"article","venue":"Health & Social Care in the Community","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Relevance (law); Complex system; Health care; Intersection (aeronautics); Computer science; Psychology; Knowledge management; Management science; Sociology; Political science; Engineering; Artificial intelligence","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2058059,0.002151542,0.003670065,0.02647155,0.008517398,0.01711536,0.005195762,0.003187801,0.004269124],"category_scores_gemma":[0.1837897,0.001314108,0.002818825,0.01258032,0.03434613,0.02037274,0.01231645,0.00646602,0.0003403815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02679878,"about_ca_system_score_gemma":0.03271027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007573674,"about_ca_topic_score_gemma":0.009733493,"domain_scores_codex":[0.79836,0.180801,0.00792274,0.004292105,0.006760418,0.001863689],"domain_scores_gemma":[0.7009112,0.2688207,0.005683887,0.01037902,0.01292969,0.001275467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009925744,0.00006351658,0.001724272,0.01018586,0.0003794816,0.0004769681,0.1466668,0.002899538,0.0003323185,0.7809061,0.004693853,0.05157191],"study_design_scores_gemma":[0.0000821531,0.00008435811,0.001037846,0.01687796,0.0003915834,0.0001519075,0.07733141,0.005527164,0.0004424555,0.8431148,0.05487194,0.00008644034],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.02512276,0.0495715,0.7852018,0.08194918,0.002084088,0.0128502,0.001465801,0.0003965114,0.04135805],"genre_scores_gemma":[0.3935986,0.01527037,0.5631232,0.004462862,0.0004688152,0.02143631,0.0004466532,0.0001389215,0.001054222],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2058059,"threshold_uncertainty_score":0.9793827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1900179167836788,"score_gpt":0.492582165582038,"score_spread":0.3025642487983593,"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."}}