{"id":"W4384664050","doi":"10.1080/13696998.2023.2237336","title":"Early access for innovative oncology medicines: a different story in each nation","year":2023,"lang":"en","type":"review","venue":"Journal of Medical Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"ABB (Canada)","funders":"AbbVie Canada","keywords":"Medicine; Internal medicine; Oncology; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05289139,0.0004757846,0.007051246,0.002519185,0.00009670194,0.0001078488,0.001613231,0.00131026,0.0002412118],"category_scores_gemma":[0.02438816,0.0004729517,0.0006591236,0.0005391311,0.0001636669,0.0006213717,0.0002000951,0.001775098,0.0002528079],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004832007,"about_ca_system_score_gemma":0.00386338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001369892,"about_ca_topic_score_gemma":0.000369248,"domain_scores_codex":[0.9839024,0.0008416469,0.01382101,0.0006190493,0.0002527147,0.0005631872],"domain_scores_gemma":[0.9738437,0.009369655,0.01566084,0.0003937355,0.0002527295,0.000479336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001317862,0.001168542,0.001011517,0.05276794,0.002577629,0.00007016551,0.004434579,0.00009125303,9.716645e-9,0.1148667,0.1618588,0.6610211],"study_design_scores_gemma":[0.001942582,0.0003495712,0.0002717481,0.007391197,0.00007217676,0.00005094291,0.0003651792,0.00068858,1.86749e-8,0.008498436,0.979977,0.0003925835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002058469,0.9461581,0.002226114,0.04021012,0.006457121,0.002025421,0.000395592,0.00002654426,0.0004425925],"genre_scores_gemma":[0.0000633353,0.9918748,0.0002781769,0.003886233,0.003203788,0.000287367,0.00009517781,0.0001171305,0.0001940402],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8181182,"threshold_uncertainty_score":0.9999862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7144830394150865,"score_gpt":0.5836889240515664,"score_spread":0.1307941153635201,"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."}}