{"id":"W4399327474","doi":"10.2196/53454","title":"A Community Mental Health Integrated Disaster Preparedness Intervention for Bushfire Recovery in Rural Australian Communities: Protocol for a Multimethods Feasibility and Acceptability Pilot Study","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Preparedness; Community resilience; Psychological intervention; Community cohesion; Natural disaster; Suicide prevention; Disaster recovery; Poison control; Intervention (counseling); Emergency management; Social support; Natural hazard; Psychological resilience; Environmental health; Psychology; Medicine; Nursing; Geography; Psychiatry; Political science; Engineering; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.03550586,0.0033837,0.004922959,0.00249097,0.007520462,0.003964437,0.004416996,0.004667506,0.06422281],"category_scores_gemma":[0.02103821,0.003956719,0.004332331,0.002106619,0.003488819,0.004309556,0.004749388,0.009891374,0.008629606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008860704,"about_ca_system_score_gemma":0.03390863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01417375,"about_ca_topic_score_gemma":0.02451232,"domain_scores_codex":[0.9846466,0.008187955,0.001738545,0.001219921,0.001650838,0.002556249],"domain_scores_gemma":[0.9897054,0.002312286,0.001246583,0.001080823,0.003482591,0.002172347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1356835,0.185418,0.009426082,0.07991108,0.00144254,0.004081951,0.04024434,0.009000212,0.009716716,0.01794644,0.1371851,0.3699441],"study_design_scores_gemma":[0.3619854,0.1141733,0.06343714,0.03033151,0.001175754,0.0007759718,0.02581505,0.006271256,0.00765598,0.01891998,0.3683769,0.001081763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002155654,0.00005439488,0.0007171694,0.0001130261,0.0000627944,0.9958442,0.000446961,0.00002216549,0.000583607],"genre_scores_gemma":[0.0008859751,0.00005108455,0.001156265,0.0000592468,0.000006453995,0.9975809,0.0000602686,0.000001437471,0.000198371],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06422281,"threshold_uncertainty_score":0.2148467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6964675289700656,"score_gpt":0.6908445432540185,"score_spread":0.005622985716047135,"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."}}