{"id":"W4406641341","doi":"10.1016/s2214-109x(25)00003-8","title":"The climate crisis and human health: identifying grand challenges through participatory research","year":2025,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athletic Edge Sports Medicine","funders":"Government of Canada","keywords":"Citizen journalism; Grand Challenges; Political science; Global health; Human health; Climate change; Environmental planning; Geography; Environmental resource management; Environmental health; Medicine; Environmental science; Biology; Ecology; Health care","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1544658,0.000783223,0.001459274,0.002578606,0.01490661,0.01505519,0.003704816,0.006967595,0.005634135],"category_scores_gemma":[0.08105963,0.0007869637,0.0006323596,0.002639244,0.03742535,0.01447291,0.02519619,0.009468882,0.0004775035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00807554,"about_ca_system_score_gemma":0.03518176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005084674,"about_ca_topic_score_gemma":0.01160584,"domain_scores_codex":[0.7879499,0.1994631,0.001163653,0.003481422,0.003666992,0.004275038],"domain_scores_gemma":[0.8407889,0.1391036,0.003785867,0.005706112,0.003408318,0.007207226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001322945,0.0006404326,0.008058295,0.002186503,0.0001367791,0.0006046119,0.7433235,0.0006153972,0.000621626,0.1441931,0.01894445,0.08054301],"study_design_scores_gemma":[0.0001425448,0.0002343985,0.002760628,0.003945147,0.00004080157,0.0001889484,0.630944,0.0009810147,0.0002681311,0.2899852,0.07044605,0.00006316688],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1520925,0.02663455,0.05243862,0.6796329,0.002640298,0.003467536,0.000415085,0.0001138193,0.08256464],"genre_scores_gemma":[0.9151425,0.011342,0.03376237,0.03167812,0.0006034484,0.004586251,0.0001079083,0.0000643133,0.002713186],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1544658,"threshold_uncertainty_score":0.8169029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4954461236251541,"score_gpt":0.5454628848768291,"score_spread":0.05001676125167503,"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."}}