{"id":"W2000991553","doi":"10.1503/cmaj.109-4752","title":"South Africa ground zero for reforming drug patents","year":2014,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Human immunodeficiency virus (HIV); Tuberculosis; Drug; Hepatitis; Medicine; Economic growth; Political science; Virology; Pharmacology; Economics; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01447783,0.0009892974,0.0006137105,0.002067481,0.005892747,0.01527918,0.001427841,0.01601885,0.04444598],"category_scores_gemma":[0.04396146,0.0005682308,0.001061054,0.001361735,0.008798658,0.01290799,0.007836179,0.01675007,0.005705948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01080473,"about_ca_system_score_gemma":0.03352929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01560433,"about_ca_topic_score_gemma":0.01758261,"domain_scores_codex":[0.9892787,0.002599803,0.0005310299,0.001016638,0.004059947,0.002513905],"domain_scores_gemma":[0.986035,0.006122482,0.001051664,0.001885462,0.002316285,0.002589047],"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":[0.0001289827,0.00006681855,0.0004148679,0.0003315937,0.00003754818,0.0004576013,0.0009462068,0.0003228521,0.001656173,0.7871755,0.1703602,0.03810164],"study_design_scores_gemma":[0.000081763,0.0000835141,0.0005992913,0.0006918141,0.00003161686,0.0001368545,0.0005998219,0.0002104036,0.001273266,0.08068163,0.9155749,0.00003501985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01057055,0.01036242,0.004842424,0.6807879,0.01278125,0.0001891443,0.0002306253,0.0002030306,0.2800327],"genre_scores_gemma":[0.3060866,0.01234312,0.01107881,0.4177184,0.004396758,0.0003680374,0.000208739,0.0002384164,0.2475612],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04444598,"threshold_uncertainty_score":0.1486866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00883821691635805,"score_gpt":0.2166216389190753,"score_spread":0.2077834220027173,"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."}}