{"id":"W4405171531","doi":"10.1200/op.24.00404","title":"Evaluating the Economic Impact of Novel Oncology Drug Coverage Through Patient Assistance Programs","year":2024,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Positive Living North; University of the Fraser Valley; University of Calgary; University of British Columbia","funders":"","keywords":"Drug; Oncology; Medicine; Internal medicine; Medical physics; Intensive care medicine; Pharmacology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005447662,0.0007476991,0.0004553689,0.001547817,0.0005891509,0.001798021,0.001010612,0.0007682072,0.00321146],"category_scores_gemma":[0.02695242,0.0002434637,0.001197718,0.002219957,0.0007160474,0.000892984,0.001400771,0.001056349,0.0001364411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02146599,"about_ca_system_score_gemma":0.01516658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3719555,"about_ca_topic_score_gemma":0.3538386,"domain_scores_codex":[0.9943402,0.003228052,0.00023293,0.0002733558,0.0009419557,0.000983462],"domain_scores_gemma":[0.9872347,0.006233299,0.003149573,0.0003087231,0.001557794,0.001515945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008379691,0.001940316,0.8031274,0.001132237,0.00274476,0.0003252523,0.0002705015,0.06300217,0.0004542421,0.004960882,0.005154461,0.1085081],"study_design_scores_gemma":[0.001545583,0.007146852,0.8617052,0.0008940899,0.002872171,0.0003711458,0.001228589,0.1076443,0.001404939,0.002295227,0.01279243,0.00009947681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814192,0.002619998,0.0009008932,0.002390548,0.00003293288,0.0006110992,0.004576509,0.00002121213,0.007427559],"genre_scores_gemma":[0.9971614,0.0004939849,0.0006152452,0.0001618021,0.00001793577,0.0001145556,0.0009422924,0.000003539669,0.0004892341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3719555,"threshold_uncertainty_score":0.7395809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1117816119027501,"score_gpt":0.4162451463672565,"score_spread":0.3044635344645064,"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."}}