{"id":"W4413358671","doi":"10.5334/ijic.nacic24004","title":"A community informed, integrated approach to crisis care response","year":2025,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Integrated care; Crisis response; Nursing; Public relations; Psychology; Medicine; Political science; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01646378,0.0009934859,0.0004527837,0.003169386,0.01867016,0.01314468,0.004617758,0.003663654,0.01181909],"category_scores_gemma":[0.01372816,0.0006114321,0.0004991124,0.001977847,0.02072725,0.007741473,0.02824145,0.006995758,0.001008902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02252663,"about_ca_system_score_gemma":0.0900702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04096127,"about_ca_topic_score_gemma":0.1017349,"domain_scores_codex":[0.984437,0.01129738,0.0002986022,0.0008019769,0.001364386,0.001800785],"domain_scores_gemma":[0.9855741,0.004358751,0.0006146419,0.000649403,0.002488252,0.006314992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000898423,0.0009351833,0.004724986,0.001398735,0.00006305487,0.002448117,0.5510486,0.001376022,0.001089744,0.1335067,0.06668416,0.2366349],"study_design_scores_gemma":[0.00006585295,0.0002287625,0.003428136,0.001511751,0.00003050769,0.0006707431,0.5635583,0.001205698,0.0003771214,0.07159509,0.3572644,0.00006366103],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.11531,0.005225746,0.125424,0.3102361,0.004185871,0.007920297,0.0002885206,0.0009391361,0.4304703],"genre_scores_gemma":[0.884308,0.002947243,0.06582224,0.0148935,0.0003844747,0.002407396,0.0001597426,0.0001646216,0.02891275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04096127,"threshold_uncertainty_score":0.163443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0433831776750852,"score_gpt":0.427141168148898,"score_spread":0.3837579904738128,"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."}}