{"id":"W7103984092","doi":"10.17603/ds2-2th1-6q44","title":"Regional Accessibility of Post-Earthquake Emergency Healthcare in Metro Vancouver, BC","year":2025,"lang":"en","type":"dataset","venue":"Texas Advanced Computing Center","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Bridge (graph theory); Metropolitan area; Resilience (materials science); Documentation; Health care; Emergency management; Geocoding; Interdependence; Geographic information system","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":[0.0003778182,0.0006216143,0.0006478411,0.002471359,0.000732813,0.00149144,0.001427601,0.0007371334,0.007613366],"category_scores_gemma":[0.003413961,0.0003223766,0.0004301434,0.006230393,0.0002748226,0.0003943113,0.0009112179,0.000944117,0.005540335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004938259,"about_ca_system_score_gemma":0.004861335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8147826,"about_ca_topic_score_gemma":0.8822588,"domain_scores_codex":[0.9994673,0.00004861528,0.00005127212,0.000136137,0.0001702781,0.0001265138],"domain_scores_gemma":[0.9978854,0.0002646132,0.0001627851,0.0002137017,0.001201299,0.0002721784],"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":[0.0001483168,0.00007714325,0.05359455,0.0006816077,0.0001166137,0.0001872068,0.0002572732,0.004252756,0.0002611224,0.0008829808,0.924866,0.01467456],"study_design_scores_gemma":[0.0001432999,0.00003218906,0.2885557,0.0008094846,0.00006210738,0.0002337787,0.001954267,0.008172772,0.0009391542,0.0008635942,0.698123,0.0001106641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.006557013,0.00007399329,0.00006073685,0.00009623451,0.00001275966,0.00001471107,0.9918534,0.00008548801,0.001245664],"genre_scores_gemma":[0.01438593,0.00009588573,0.000266206,0.00003397586,0.000004462719,0.00005556277,0.9837732,0.00002491903,0.001359781],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1852174,"threshold_uncertainty_score":0.3726164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308397869839047,"score_gpt":0.3384006552037094,"score_spread":0.3153166765053189,"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."}}