{"id":"W4220736887","doi":"10.34172/ijhpm.2022.7075","title":"Overcoming Political Fragmentation: The Potential of Meso-Level Mechanisms Comment on \"Integration or Fragmentation of Health Care? Examining Policies and Politics in a Belgian Case Study\"","year":2022,"lang":"en","type":"letter","venue":"International Journal of Health Policy and Management","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Public Health Ontario; University of Toronto","funders":"","keywords":"Politics; Fragmentation (computing); Normative; Health care; Obstacle; Political science; Public relations; Distributive property; Public administration; Sociology; Law; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004640814,0.000331474,0.0008893487,0.001492724,0.0007474953,0.0000370378,0.0003963303,0.0001731233,0.00007019458],"category_scores_gemma":[0.0001602273,0.0002583312,0.00009862574,0.0002645611,0.00011301,0.0001528555,0.0004672268,0.00153359,6.299971e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002520508,"about_ca_system_score_gemma":0.001180846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06217009,"about_ca_topic_score_gemma":0.001807209,"domain_scores_codex":[0.9903348,0.00382743,0.003278174,0.0003351522,0.001507374,0.0007170445],"domain_scores_gemma":[0.9952615,0.0009742556,0.002974443,0.0002849529,0.0003469149,0.0001578588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009380926,0.001412979,0.0007172386,0.01256217,0.00185586,0.003351885,0.2147323,0.0003153314,0.000003737231,0.5257794,0.1480401,0.09029078],"study_design_scores_gemma":[0.00631365,0.005640689,0.006752818,0.003308152,0.0001880631,0.0004534831,0.7982105,0.00008944896,0.000004757294,0.00577278,0.1728795,0.0003861315],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05268878,0.0003968083,0.00355575,0.9383835,0.001385278,0.002925816,0.0003408489,0.00001159244,0.0003116746],"genre_scores_gemma":[0.4929511,0.0009392427,0.0008966923,0.5040137,0.0007842812,0.0001214059,0.0000968317,0.00003210547,0.0001647032],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5834782,"threshold_uncertainty_score":0.9999869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1949205864441567,"score_gpt":0.5059901090919753,"score_spread":0.3110695226478186,"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."}}