{"id":"W3092566853","doi":"10.1093/eurpub/ckaa165.375","title":"Psychological impacts of the 2019 Quebec floods: findings from a large population-based study","year":2020,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Chicoutimi; Université de Sherbrooke","funders":"","keywords":"Distress; Population; Demography; Natural disaster; Medicine; Flooding (psychology); Environmental health; Psychology; Geography; Clinical psychology","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":[0.0007843673,0.0003898201,0.0002900685,0.0008391357,0.002540671,0.001274227,0.0009367397,0.0007974508,0.00255837],"category_scores_gemma":[0.001543837,0.0002766718,0.000488789,0.002300523,0.0007497418,0.0005357517,0.0008473509,0.001032419,0.0003661664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01126895,"about_ca_system_score_gemma":0.008471614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9634889,"about_ca_topic_score_gemma":0.979528,"domain_scores_codex":[0.9994407,0.00009982318,0.00002734596,0.00008545945,0.0001391791,0.0002074479],"domain_scores_gemma":[0.9984596,0.0001407291,0.0003467713,0.00005856288,0.0005165561,0.000477832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008793745,0.000174027,0.9918968,0.00004290207,0.00006640671,0.0001645892,0.001745561,0.00005877499,0.0002023834,0.00002743165,0.001854602,0.003678601],"study_design_scores_gemma":[0.000006136737,0.00003632214,0.9974974,0.0000150322,0.00001084201,0.00002162601,0.001891602,0.00005971645,0.00001192384,0.00000508456,0.0004382231,0.000006129419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950423,0.0002391085,0.00008308102,0.0003186796,0.00001210204,0.0001148753,0.003069787,0.000005703851,0.001114353],"genre_scores_gemma":[0.9973399,0.0002237909,0.00009123032,0.0002640144,0.00001387947,0.00009134891,0.001178326,0.000002891667,0.0007945527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03651112,"threshold_uncertainty_score":0.08176237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07970739651612085,"score_gpt":0.362540767668094,"score_spread":0.2828333711519732,"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."}}