{"id":"W4360828757","doi":"10.35502/jcswb.307","title":"Resilience pathways and help-seeking preferences for Ontario police services","year":2023,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Resilience and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Wilfrid Laurier University","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Psychological resilience; Path analysis (statistics); Life satisfaction; Psychology; Population; Community resilience; Social support; Gerontology; Medicine; Psychiatry; Environmental health; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005125341,0.0002119302,0.0002316285,0.001095726,0.003794151,0.001296832,0.0004807223,0.0002652753,0.005143282],"category_scores_gemma":[0.003765356,0.0002469014,0.0003889774,0.001327952,0.0007970667,0.0005546567,0.00169949,0.0005562145,0.0001885677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01399731,"about_ca_system_score_gemma":0.02076024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9180419,"about_ca_topic_score_gemma":0.9781332,"domain_scores_codex":[0.9994345,0.00007754633,0.00002744848,0.00004703727,0.0001237009,0.0002898108],"domain_scores_gemma":[0.9983664,0.0001375537,0.0005003194,0.00004423692,0.0003436145,0.0006079025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007138204,0.00007601224,0.9710126,0.00003263685,0.00003184251,0.0001632915,0.01841954,0.000102433,0.000260083,0.0003166123,0.0009814868,0.008532075],"study_design_scores_gemma":[0.000005988439,0.00002699936,0.9599816,0.00005073081,0.00001210289,0.00005081952,0.03826971,0.000185564,0.00004564769,0.0001096531,0.00124861,0.00001254549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997889,0.00004676096,0.0000333924,0.0003724534,0.000002881776,0.00002139046,0.0002672323,0.000001929507,0.001365049],"genre_scores_gemma":[0.9990976,0.00008413316,0.00005558211,0.00003319988,0.000001464146,0.00001189334,0.0001441021,0.000001332725,0.000570733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08195806,"threshold_uncertainty_score":0.1648814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0363646950220799,"score_gpt":0.3431714370266645,"score_spread":0.3068067420045846,"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."}}