{"id":"W3164295333","doi":"10.1016/s0140-6736(21)01151-x","title":"What next for a COVID-19 intellectual property waiver?","year":2021,"lang":"en","type":"article","venue":"The Lancet","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Waiver; Intellectual property; TRIPS architecture; Business; Pandemic; TRIPS Agreement; Political science; International trade; Law and economics; Law; Coronavirus disease 2019 (COVID-19); Economics; Medicine; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.04591696,0.001136521,0.001811705,0.001838015,0.008730276,0.02145681,0.005152464,0.04795464,0.03532594],"category_scores_gemma":[0.1138011,0.0008470894,0.003605789,0.001218677,0.01118298,0.04046752,0.007715488,0.04125399,0.01954666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006872865,"about_ca_system_score_gemma":0.0459538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009732749,"about_ca_topic_score_gemma":0.01144978,"domain_scores_codex":[0.9637968,0.01260085,0.003809108,0.002950085,0.01052739,0.006315804],"domain_scores_gemma":[0.919668,0.03538548,0.004952415,0.004595654,0.0183995,0.01699895],"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":[0.00006564033,0.0001198019,0.0004078535,0.0005665384,0.00003474094,0.0005483184,0.0006280072,0.0000786279,0.0004650893,0.06969168,0.8790655,0.04832825],"study_design_scores_gemma":[0.00006305666,0.00007100998,0.0004266418,0.001615353,0.00002278438,0.0002682765,0.001085272,0.00007770539,0.0002457319,0.03494795,0.9610969,0.00007927993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002968566,0.004972706,0.001409293,0.9609351,0.02220463,0.00009112954,0.0001537104,0.0001426105,0.009793996],"genre_scores_gemma":[0.005145283,0.005884074,0.004305739,0.9564392,0.007396958,0.0003279298,0.0003304821,0.0001968482,0.01997357],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9948475,"threshold_uncertainty_score":0.242835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2359903436938607,"score_gpt":0.4120229251619303,"score_spread":0.1760325814680697,"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."}}