{"id":"W2057040194","doi":"10.3390/ijerph120302895","title":"WWOSC 2014: Research Needs for Better Health Resilience to Weather Hazards","year":2015,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health; Ouranos; Trinity College; Institut National de Santé Publique du Québec; Ministry of Health and Long Term Care","funders":"National Oceanic and Atmospheric Administration","keywords":"Public health; Extreme weather; Psychological intervention; Multidisciplinary approach; Natural hazard; Warning system; Business; Environmental health; Public relations; Environmental resource management; Environmental planning; Political science; Medicine; Climate change; Geography; Computer science; Nursing; Meteorology","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":[0.02929921,0.0009833145,0.001696239,0.002270194,0.004788257,0.011142,0.0022191,0.008606735,0.03682613],"category_scores_gemma":[0.03439382,0.0005229516,0.001348481,0.002975419,0.005677069,0.0102886,0.008043317,0.007825368,0.004284152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.018862,"about_ca_system_score_gemma":0.08782463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1440694,"about_ca_topic_score_gemma":0.182734,"domain_scores_codex":[0.9935688,0.003084354,0.0002060871,0.0004006121,0.0008391138,0.00190097],"domain_scores_gemma":[0.9436572,0.02133859,0.001265088,0.001607118,0.01416181,0.01797017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002414784,0.0001424974,0.002727112,0.004239479,0.0001324218,0.0001237626,0.003775748,0.0004857813,0.0003714597,0.03721833,0.7513027,0.1992393],"study_design_scores_gemma":[0.0001569832,0.0002366556,0.02030741,0.01800531,0.0001684253,0.00009137559,0.01714974,0.0006862149,0.0003583003,0.07750034,0.8651978,0.0001415264],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002416996,0.0872328,0.001429224,0.8857892,0.01063047,0.0001352332,0.001311562,0.00013245,0.01092211],"genre_scores_gemma":[0.166934,0.4195428,0.02043345,0.3207151,0.02839655,0.001841453,0.005816141,0.0004079593,0.0359125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1440694,"threshold_uncertainty_score":0.2864616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2592763764656751,"score_gpt":0.4850833526215553,"score_spread":0.2258069761558802,"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."}}