{"id":"W4212892338","doi":"10.3390/curroncol29020100","title":"Treatment Access, Health Economics, and the Wave of a Magic Wand","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Drug prices; Medicine; Magic bullet; Inflation (cosmology); Economic shortage; Health economics; Government (linguistics); Public economics; Actuarial science; Economics; Public health; Bioinformatics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004557236,0.0002475496,0.0004571832,0.001561935,0.001480691,0.00561447,0.0004740129,0.003921832,0.01416899],"category_scores_gemma":[0.01585389,0.0002173504,0.0002918928,0.00136719,0.00815137,0.005880388,0.002131553,0.005891214,0.0005760408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00639365,"about_ca_system_score_gemma":0.003170078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01247143,"about_ca_topic_score_gemma":0.007908036,"domain_scores_codex":[0.9980583,0.0009612415,0.00005082427,0.0001325611,0.0004846241,0.0003124837],"domain_scores_gemma":[0.9902508,0.006727853,0.0008946165,0.0002625231,0.0007047607,0.00115949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007492778,0.00006895947,0.004325289,0.00008158473,0.00002908805,0.000145386,0.0002676439,0.001084558,0.00007385779,0.9143771,0.0396283,0.03984322],"study_design_scores_gemma":[0.00005569407,0.0000464572,0.008042517,0.0003691211,0.00001548301,0.0002816274,0.0008102694,0.001588855,0.00006956847,0.903924,0.08475871,0.00003768557],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02441781,0.03826573,0.00611355,0.8401356,0.00100768,0.00003301581,0.0002849874,0.00003584208,0.08970582],"genre_scores_gemma":[0.8429115,0.03605563,0.003044687,0.09315664,0.005926037,0.0001008206,0.0001560497,0.00005646177,0.0185921],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01416899,"threshold_uncertainty_score":0.04739994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3168672686056286,"score_gpt":0.4254224877263121,"score_spread":0.1085552191206835,"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."}}