{"id":"W4403256266","doi":"10.1186/s12961-024-01235-2","title":"Role and promise of health policy and systems research in integrating rehabilitation into the health systems","year":2024,"lang":"en","type":"review","venue":"Health Research Policy and Systems","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"GF Strong Rehabilitation Centre; University of British Columbia; Centre for Disability Prevention and Rehabilitation; University of Manitoba; Université du Québec à Trois-Rivières; McGill University","funders":"World Health Organization","keywords":"Health services research; Health policy; Health administration; Public health; Social policy; Health informatics; Health economics; Healthcare system; Rehabilitation; Systems research; Medicine; Healthcare policy; International health; Environmental health; Nursing; Health care; Political science; Biology; Physical therapy; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1389728,0.0005022894,0.003485288,0.003349705,0.003866053,0.001295203,0.0006283574,0.0005774192,9.032255e-7],"category_scores_gemma":[0.01113694,0.0003348383,0.000142166,0.004604988,0.001801066,0.0002622729,0.0004709131,0.002908459,0.000009679071],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00612247,"about_ca_system_score_gemma":0.04275489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9292941,"about_ca_topic_score_gemma":0.07603209,"domain_scores_codex":[0.9340489,0.05386247,0.004117649,0.001252421,0.00300719,0.003711403],"domain_scores_gemma":[0.9810414,0.01465581,0.001049103,0.0007726165,0.0007444238,0.001736627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001049043,0.00003453339,0.0001204064,0.3390779,0.00002763973,0.000001824402,0.07297788,9.683603e-7,1.395623e-8,0.3302801,0.002749951,0.2547182],"study_design_scores_gemma":[0.0001884207,0.0006248599,0.0001103698,0.08757089,0.000005960495,0.00002292722,0.1267303,0.0003202647,1.385269e-9,0.001060342,0.7831839,0.0001817469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002540912,0.9018428,0.000002149706,0.08404252,0.0004863041,0.01213779,0.0001424175,0.00005081425,0.001041052],"genre_scores_gemma":[0.01138987,0.9825349,0.00001730438,0.0002775755,0.002055677,0.002067871,0.00002404589,0.00008235828,0.00155033],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.853262,"threshold_uncertainty_score":0.9999104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.479064240040274,"score_gpt":0.6406892809885888,"score_spread":0.1616250409483148,"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."}}