{"id":"W6958531067","doi":"10.6084/m9.figshare.21427607.v1","title":"Additional file 1 of Future public health emergencies and disasters: sustainability and insights into support programs for healthcare providers","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Sustainability; Health care; Table (database); Public health; Key (lock); Data collection","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002665024,0.0009597203,0.001094535,0.00326076,0.001377945,0.001774423,0.001867971,0.001196584,0.9108924],"category_scores_gemma":[0.06162158,0.0005831779,0.0008264912,0.006257072,0.000279224,0.002408338,0.001388365,0.001088482,0.1727726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001749112,"about_ca_system_score_gemma":0.003335051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01924004,"about_ca_topic_score_gemma":0.02867817,"domain_scores_codex":[0.9984962,0.0003853407,0.0003129794,0.0002953132,0.0003213329,0.0001888169],"domain_scores_gemma":[0.9350442,0.05159443,0.003078619,0.001902295,0.007309733,0.001070781],"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":[0.0001456976,0.00006847022,0.001472517,0.00215731,0.00002175713,0.00002239619,0.00008184409,0.0001817655,0.0000156067,0.0006388115,0.9888925,0.006301321],"study_design_scores_gemma":[0.005174101,0.0003361951,0.0400444,0.01076689,0.0002522905,0.0003605206,0.001938818,0.001797458,0.0003979696,0.0158828,0.92287,0.0001785558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001460648,0.00001708822,0.0001802843,0.0001252612,0.00002210671,0.000169212,0.9974837,0.00008325183,0.001773077],"genre_scores_gemma":[0.01260896,0.0003395941,0.004792686,0.00122427,0.0002156737,0.008375157,0.9495825,0.0006787656,0.02218242],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9108924,"threshold_uncertainty_score":0.1271011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08873481370076898,"score_gpt":0.3733133891917707,"score_spread":0.2845785754910017,"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."}}