{"id":"W4281710203","doi":"10.3390/ijerph19126972","title":"A Qualitative Analysis of the Mental Health Training and Educational Needs of Firefighters, Paramedics, and Public Safety Communicators in Canada","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Resilience and Mental Health","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Canadian Institute for Public Safety Research and Treatment; University of Alberta; The King's University; Thompson Rivers University; University of Regina; Western University","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Thematic analysis; Psychological intervention; Focus group; Psychology; Public health; Stressor; Suicide prevention; Psychological resilience; Feeling; Medicine; Poison control; Applied psychology; Nursing; Qualitative research; Medical education; Psychiatry; Social psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006578036,0.000526242,0.0007373843,0.002740685,0.0189442,0.004120494,0.00221414,0.001662244,0.004171171],"category_scores_gemma":[0.01124792,0.0005603589,0.0004213342,0.004148026,0.007091011,0.001549398,0.004123034,0.001990822,0.0002741808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0683754,"about_ca_system_score_gemma":0.08704442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8128007,"about_ca_topic_score_gemma":0.8817591,"domain_scores_codex":[0.9946796,0.001948856,0.0002193827,0.0003790846,0.0006590786,0.002114044],"domain_scores_gemma":[0.9883995,0.005514692,0.0007817924,0.0001739205,0.002808231,0.002321764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003752573,0.000034893,0.008272727,0.0002221767,0.000003857655,0.0006306344,0.9851983,0.00004536804,0.0003535429,0.0005379618,0.0009723608,0.00369056],"study_design_scores_gemma":[0.000001561894,0.00001056486,0.004474671,0.0001251581,0.000001693582,0.00003593785,0.9923432,0.00002669475,0.00004833292,0.00004324663,0.002883067,0.000005923491],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891745,0.0006679544,0.0007258208,0.002805312,0.00005850528,0.0006511069,0.0009207118,0.00001502564,0.004981129],"genre_scores_gemma":[0.9917629,0.001080397,0.0007914721,0.001289541,0.00001653299,0.0006402938,0.0002806335,0.00002279836,0.004115437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1871993,"threshold_uncertainty_score":0.4961006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1239995979342708,"score_gpt":0.492739196860299,"score_spread":0.3687395989260283,"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."}}