{"id":"W4409760204","doi":"10.57264/cer-2025-0024","title":"Time-limited reimbursement and Temporary Access Process for early access to oncology treatments in Canada: a perspective based on the epcoritamab experience","year":2025,"lang":"en","type":"review","venue":"Journal of Comparative Effectiveness Research","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Affairs Canada","funders":"","keywords":"Reimbursement; Medicine; Notice; Family medicine; Health care; Negotiation; Orphan drug; Business; Economic growth; Political science; Bioinformatics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02258323,0.0004329489,0.004219128,0.00201903,0.0003439402,0.0002679126,0.00143769,0.0001948892,0.0000553948],"category_scores_gemma":[0.006007195,0.0003490139,0.0002516073,0.00150253,0.0001779742,0.0005909287,0.0002112258,0.0009647798,0.00002195572],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01438983,"about_ca_system_score_gemma":0.01329506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0720942,"about_ca_topic_score_gemma":0.02438318,"domain_scores_codex":[0.9885321,0.006232945,0.003386047,0.000799401,0.0004427173,0.0006067812],"domain_scores_gemma":[0.963723,0.03190583,0.002617657,0.0004468275,0.001035433,0.0002712299],"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":[0.02815334,0.01658755,0.183745,0.2890775,0.01743885,0.0008036117,0.0915914,0.0297995,0.000003337781,0.06730986,0.1131418,0.1623483],"study_design_scores_gemma":[0.01860319,0.01643631,0.1422811,0.1755295,0.0005536503,0.00006906278,0.03425231,0.01284236,0.00008555829,0.01987034,0.5753319,0.004144821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08614957,0.8798561,0.0007704054,0.009516813,0.0007389699,0.01954947,0.0006891611,0.0000101673,0.00271936],"genre_scores_gemma":[0.5231193,0.4491885,0.0002464107,0.002683465,0.0008770321,0.02314418,0.00006675925,0.0001840861,0.0004902819],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4621901,"threshold_uncertainty_score":0.9998962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7302214171912577,"score_gpt":0.6442866495813444,"score_spread":0.08593476760991325,"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."}}