{"id":"W4417482048","doi":"10.1016/j.jval.2025.09.1419","title":"HPR9 A Review of the UK's International Recognition Procedure and Its Role in Expediting Access to Innovative Treatments","year":2025,"lang":"en","type":"article","venue":"Value in Health","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Health Canada; U.S. Food and Drug Administration","keywords":"Expediting; Access to medicines; Market access; MEDLINE","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02458629,0.0006832636,0.001026227,0.003560221,0.002593583,0.01269696,0.002680594,0.02252109,0.009078832],"category_scores_gemma":[0.07031089,0.0007323296,0.001410011,0.003440693,0.009122357,0.006879851,0.004119672,0.01658207,0.00244871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0140021,"about_ca_system_score_gemma":0.02335776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03079967,"about_ca_topic_score_gemma":0.04206399,"domain_scores_codex":[0.9721344,0.01225641,0.002844643,0.001398236,0.0092068,0.002159491],"domain_scores_gemma":[0.9449815,0.03907832,0.003838142,0.001578587,0.008670255,0.001853222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006810692,0.00003874713,0.0002282505,0.002578727,0.00004639884,0.0006488846,0.00176034,0.0002086349,0.0003295756,0.2033833,0.6704797,0.1202295],"study_design_scores_gemma":[0.00001420708,0.00003181494,0.001005021,0.004178116,0.00002137136,0.0003642486,0.0003385538,0.00006236398,0.0001360572,0.0072092,0.9866048,0.00003428836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001373071,0.3844718,0.001385513,0.5140758,0.03038553,0.00008715806,0.0001712607,0.00005169128,0.06799825],"genre_scores_gemma":[0.04547032,0.334303,0.003701832,0.5003964,0.04896491,0.0002545191,0.0002301911,0.0002074948,0.0664714],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03079967,"threshold_uncertainty_score":0.1300263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08331723117820085,"score_gpt":0.4194053903561479,"score_spread":0.336088159177947,"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."}}