{"id":"W6958930560","doi":"10.6084/m9.figshare.c.6817473.v1","title":"Medicine donations: a review of policies and practices","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Donation; Multinational corporation; Revenue; Pharmaceutical industry; Health policy; Developed country; Public health; MEDLINE","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":[0.02282614,0.0006780392,0.001202514,0.0181482,0.001045231,0.004375479,0.001911032,0.001492727,0.00294954],"category_scores_gemma":[0.06591081,0.0008218623,0.001325986,0.025251,0.002178091,0.004865247,0.001964869,0.001879907,0.0006269896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007576822,"about_ca_system_score_gemma":0.03359304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01346616,"about_ca_topic_score_gemma":0.01918366,"domain_scores_codex":[0.9827574,0.005948815,0.005615336,0.001031281,0.004019991,0.000627197],"domain_scores_gemma":[0.9081259,0.0616353,0.01447036,0.001209972,0.01336728,0.001191126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001124688,0.00009193926,0.006503468,0.1779162,0.0002912465,0.0004416695,0.004185427,0.0007544539,0.0003408997,0.01507047,0.0454772,0.7488146],"study_design_scores_gemma":[0.00002516878,0.00009512686,0.01412242,0.5269351,0.0006024112,0.0008826676,0.005194362,0.00020958,0.0004634818,0.002118832,0.4492843,0.0000665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002770287,0.9844854,0.0003834844,0.007176997,0.0003869486,0.00008585456,0.0004379366,0.00002115473,0.004251847],"genre_scores_gemma":[0.01351585,0.9837336,0.0008854665,0.001249112,0.0001274275,0.00007534824,0.0002185878,0.000009443304,0.0001851998],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02282614,"threshold_uncertainty_score":0.1207176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101260745118795,"score_gpt":0.3108999979054736,"score_spread":0.2096392527866787,"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."}}