{"id":"W4411203491","doi":"10.1371/journal.pgph.0004762","title":"Global health is in crisis: How can Canada contribute?","year":2025,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Simon Fraser University; Centre for Global Health Research; McGill University Health Centre","funders":"","keywords":"Political science; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01138195,0.001309131,0.00166729,0.003145558,0.01410744,0.01775879,0.003167148,0.01316787,0.043155],"category_scores_gemma":[0.04405771,0.0005192516,0.001220658,0.004033568,0.01120981,0.00966703,0.01262124,0.01817659,0.00465234],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05163121,"about_ca_system_score_gemma":0.3463606,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9042532,"about_ca_topic_score_gemma":0.948998,"domain_scores_codex":[0.9886951,0.002304664,0.0003146504,0.0003895623,0.002668579,0.005627354],"domain_scores_gemma":[0.9245415,0.00732868,0.001455263,0.001033717,0.01988767,0.04575325],"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":[0.0001121562,0.00008116356,0.005371431,0.0005307025,0.00009751477,0.0004248289,0.002371963,0.0002133435,0.00008469992,0.03518406,0.8850511,0.07047707],"study_design_scores_gemma":[0.0001207015,0.00005929038,0.01162115,0.004164222,0.000217963,0.0002365356,0.03751312,0.0003478099,0.0001661267,0.03763552,0.9077232,0.0001943306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001127998,0.009859004,0.0001328563,0.9624599,0.006372045,0.00002369659,0.0003534844,0.00003785725,0.01963311],"genre_scores_gemma":[0.1702172,0.07415397,0.002304593,0.6976593,0.01016026,0.0001794489,0.001079096,0.0003845306,0.04386153],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9483688,"threshold_uncertainty_score":0.3746124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383985802088789,"score_gpt":0.321385294982993,"score_spread":0.2975454369621051,"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."}}