{"id":"W4410706138","doi":"10.12927/hcq.2025.27589","title":"Essential Readings and Continuous Learning in Healthcare Policy","year":2025,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Grassroots; Health care; Equity (law); Public relations; Healthcare system; Knowledge management; Citation; Reading (process); Political science; Process management; Sociology; Business; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03658635,0.0008193041,0.0007076768,0.002783613,0.007738749,0.01572965,0.002776386,0.00650917,0.005873096],"category_scores_gemma":[0.1116665,0.0004149084,0.0004724834,0.003007543,0.04458182,0.01635122,0.008327938,0.009076027,0.0007067146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009605223,"about_ca_system_score_gemma":0.01133619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081944,"about_ca_topic_score_gemma":0.00119174,"domain_scores_codex":[0.9353774,0.05688798,0.0009846495,0.001328496,0.00390088,0.001520595],"domain_scores_gemma":[0.7979325,0.1846071,0.003650996,0.00537996,0.005014902,0.003414591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003779833,0.0001099142,0.0005467013,0.0004000305,0.000009643929,0.000252474,0.1382823,0.0004519969,0.000169015,0.7954552,0.01597782,0.04830714],"study_design_scores_gemma":[0.00002658928,0.00007462169,0.0005409128,0.001207738,0.000008093432,0.000114205,0.08760273,0.0006132228,0.0003397269,0.7312147,0.1782287,0.00002871189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.06041892,0.01508301,0.1028364,0.4686103,0.006814735,0.0004724108,0.0001390298,0.0002819183,0.3453433],"genre_scores_gemma":[0.9304848,0.005161152,0.03432535,0.01281361,0.002019046,0.0005909009,0.00007374988,0.0001443319,0.01438705],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03658635,"threshold_uncertainty_score":0.1934895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09962938416039649,"score_gpt":0.4185352266031945,"score_spread":0.318905842442798,"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."}}