{"id":"W4303446515","doi":"10.1038/s41587-022-01485-x","title":"What the COVID-19 pandemic revealed about intellectual property","year":2022,"lang":"en","type":"article","venue":"Nature Biotechnology","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Intellectual property; Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mythology; Property (philosophy); Business; Political science; Law and economics; Virology; Economics; Medicine; Law; History; Infectious disease (medical specialty); Epistemology; Philosophy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01106468,0.0005353012,0.0008118867,0.002689514,0.001860734,0.01168105,0.001043553,0.01247478,0.01330584],"category_scores_gemma":[0.03633266,0.0004334286,0.0008155121,0.002340972,0.009865723,0.02372868,0.001926502,0.01675259,0.002380788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006439823,"about_ca_system_score_gemma":0.006487105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007287259,"about_ca_topic_score_gemma":0.007465196,"domain_scores_codex":[0.9961654,0.001121714,0.0002855867,0.0006559403,0.001100108,0.0006712202],"domain_scores_gemma":[0.9643553,0.02082335,0.002765821,0.001896118,0.007336203,0.002823143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004224953,0.0001532943,0.00560861,0.001850848,0.0001610578,0.001363737,0.002356365,0.0006738498,0.001425479,0.3451963,0.4583423,0.1824457],"study_design_scores_gemma":[0.00003314367,0.00007578223,0.003142488,0.002943214,0.00004475277,0.0006108778,0.004535669,0.0003123053,0.00061813,0.1750837,0.8125008,0.00009923931],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004465755,0.09861816,0.0007517288,0.8634859,0.01496164,0.000009373106,0.0006168374,0.00004618381,0.01704448],"genre_scores_gemma":[0.2201528,0.2407501,0.001565129,0.4618942,0.05921983,0.00003818158,0.0007221023,0.0001165732,0.01554107],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9981393,"threshold_uncertainty_score":0.05851632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0474564586078222,"score_gpt":0.3589291723537884,"score_spread":0.3114727137459661,"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."}}