{"id":"W4380149871","doi":"10.1016/j.jval.2023.03.100","title":"CO26 Impact in Health Outcomes of Anti-PD(L)1 Inhibitors to Treat Early-Stage Cancers in Belgium","year":2023,"lang":"en","type":"article","venue":"Value in Health","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Merck Canada Inc. (Canada)","funders":"","keywords":"Medicine; Adjuvant; Stage (stratigraphy); Internal medicine; Cancer; Oncology; Incidence (geometry); Overall survival","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002308614,0.0002603293,0.001383812,0.001719771,0.00005148197,0.0000280018,0.0002621242,0.000137334,0.0000658623],"category_scores_gemma":[0.0002520866,0.0002994349,0.0001406897,0.001622115,0.00005114967,0.000293066,0.00007225031,0.0003071601,0.0001549341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003135625,"about_ca_system_score_gemma":0.0007894553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4435818,"about_ca_topic_score_gemma":0.01332573,"domain_scores_codex":[0.9962657,0.00007148803,0.002021622,0.0005497436,0.0000639472,0.001027485],"domain_scores_gemma":[0.9984598,0.0001499995,0.0006780821,0.0003867036,0.00001592329,0.0003094588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004248636,0.00006483271,0.9336588,0.0002219727,0.000007539279,0.000006619617,0.002920375,0.05473546,0.000001703981,0.006515356,0.0007166055,0.001108227],"study_design_scores_gemma":[0.001266928,0.0003734814,0.9905832,0.0002121114,4.13476e-7,4.0933e-7,0.000225899,0.001623258,0.00001446134,0.001804526,0.003644577,0.0002507365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902262,0.001639361,0.00001965653,0.004892402,0.000650703,0.000784193,0.0005598916,0.00003395906,0.001193619],"genre_scores_gemma":[0.995627,0.002720752,0.0001053075,0.0009025133,0.00007513925,0.00004467677,0.00001497714,0.00004590461,0.0004636862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4302561,"threshold_uncertainty_score":0.9999458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06355808240718473,"score_gpt":0.3210031120379493,"score_spread":0.2574450296307645,"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."}}