{"id":"W4224816981","doi":"10.3390/ijerph19095224","title":"Public Safety Personnel Family Resilience: A Narrative Review","year":2022,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University; Queen's University; Mount Saint Vincent University","funders":"Canadian Institutes of Health Research","keywords":"Vulnerability (computing); Narrative; Stressor; Psychological resilience; Psychology; Perception; Social psychology; Clinical psychology; Computer security","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002362747,0.0009605482,0.001550684,0.006006123,0.0008837925,0.00184693,0.001005096,0.001305258,0.003822275],"category_scores_gemma":[0.01344515,0.0004597431,0.001363907,0.005928582,0.0006527568,0.002338181,0.001274079,0.001084892,0.0004439961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001832075,"about_ca_system_score_gemma":0.007413881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003818983,"about_ca_topic_score_gemma":0.008914884,"domain_scores_codex":[0.9982602,0.0007011219,0.0005009001,0.0001644494,0.000297119,0.00007620668],"domain_scores_gemma":[0.9911379,0.006591473,0.001205689,0.0001152069,0.0008154124,0.0001344008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000160791,0.00004889535,0.000993421,0.5414525,0.0008390947,0.001057437,0.00324245,0.0002124656,0.000376527,0.003953749,0.03442411,0.4132386],"study_design_scores_gemma":[0.00002865228,0.0001235379,0.003164011,0.6091288,0.002198778,0.003240092,0.002935394,0.00005846636,0.0001971304,0.001472471,0.377414,0.00003873844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000280216,0.9986182,0.0000583578,0.0004211319,0.0001102988,0.00002268972,0.00005691484,0.000002366488,0.0004298242],"genre_scores_gemma":[0.003199096,0.9960806,0.0001543963,0.0002811631,0.00006476064,0.00005712453,0.00005046956,0.000001241537,0.0001112108],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006006123,"threshold_uncertainty_score":0.01329267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2525029051055552,"score_gpt":0.5214568889313193,"score_spread":0.268953983825764,"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."}}