{"id":"W4398246992","doi":"10.1200/go.23.00256","title":"Unification of Efforts to Improve Global Access to Cancer Therapeutics: Report From the 2022/2023 Access to Essential Cancer Medicines Stakeholder Summit","year":2024,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"World Health Organization","keywords":"Summit; Stakeholder; Timeline; Political science; Medicine; Stakeholder engagement; Public relations; Business; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03727086,0.001282812,0.0005947656,0.0009683182,0.003967859,0.00491169,0.002252434,0.008023694,0.009475996],"category_scores_gemma":[0.01592547,0.0005140655,0.001925491,0.001011927,0.001516016,0.002761832,0.01579926,0.006564318,0.002474399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007523125,"about_ca_system_score_gemma":0.06268679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03377213,"about_ca_topic_score_gemma":0.04086144,"domain_scores_codex":[0.9856984,0.003458905,0.0004788305,0.0003923244,0.004175724,0.005795721],"domain_scores_gemma":[0.9696172,0.004326953,0.00122942,0.0009038639,0.005762778,0.01815991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001390612,0.001125472,0.01860542,0.002843859,0.0002063581,0.001515721,0.006892533,0.001163465,0.005182577,0.008429411,0.8478504,0.104794],"study_design_scores_gemma":[0.0003856561,0.0008717316,0.09302069,0.001552929,0.0001480977,0.000395645,0.01495697,0.001167997,0.006020165,0.003177656,0.878145,0.0001574341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1303566,0.01912702,0.008929171,0.6610641,0.02239472,0.004742654,0.02303282,0.001474893,0.128878],"genre_scores_gemma":[0.5859562,0.01382214,0.02230819,0.2275872,0.004821815,0.01224309,0.03971179,0.0006676061,0.092882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03727086,"threshold_uncertainty_score":0.1971095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08351648823520912,"score_gpt":0.3772912200793114,"score_spread":0.2937747318441023,"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."}}