{"id":"W7104515113","doi":"10.7910/dvn/8mknmj","title":"Global Health Public-Private Partnerships Dataset (2025)","year":2025,"lang":"","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Global health; Globalization; Health data; Public health; Global strategy","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":[0.001350928,0.0009471962,0.001021189,0.003371097,0.0007896722,0.002338016,0.002212765,0.00180305,0.07544769],"category_scores_gemma":[0.01181081,0.0005162605,0.0009445983,0.008493684,0.0002994184,0.001556586,0.002709925,0.001937327,0.04849261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001902521,"about_ca_system_score_gemma":0.003569335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03740555,"about_ca_topic_score_gemma":0.04522441,"domain_scores_codex":[0.9984978,0.0002914816,0.000255801,0.0002849038,0.0003735512,0.0002964916],"domain_scores_gemma":[0.9955484,0.001243666,0.0007855193,0.0005001805,0.001384156,0.000538103],"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":[0.00004158924,0.00001122421,0.001258459,0.0005183535,0.00002174069,0.00001465332,0.00002074829,0.0001346229,0.00002279989,0.0008417582,0.9949301,0.002183893],"study_design_scores_gemma":[0.0002635671,0.0000195798,0.01209772,0.0008180622,0.00003640785,0.00005691087,0.0001686941,0.0002663154,0.0001258603,0.001684884,0.9844326,0.00002945829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000694278,0.00004096303,0.00002148147,0.0001025187,0.0000168507,0.000007220419,0.9990705,0.00003414433,0.0006369565],"genre_scores_gemma":[0.0007356185,0.00006687482,0.0001462872,0.0001431049,0.00001267418,0.00008880046,0.9981364,0.00002294472,0.0006472498],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07544769,"threshold_uncertainty_score":0.2523977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1905518362784763,"score_gpt":0.4400935035170888,"score_spread":0.2495416672386124,"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."}}