{"id":"W4388819043","doi":"10.24095/hpcdp.43.10/11.02","title":"Applying the Theoretical Domains Framework to identify police, fire, and paramedic preferences for accessing mental health care in a First Responder Operational Stress Injury Clinic: a qualitative study","year":2023,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University; Children's Hospital of Eastern Ontario; University of Regina; Defence Research and Development Canada; Canadian Institute for Public Safety Research and Treatment; Ottawa Public Health; Veterans Affairs Canada; Ottawa Hospital; University of Ottawa","funders":"Public Safety Canada","keywords":"Snowball sampling; Mental health; First responder; CLARITY; Qualitative research; Nursing; Psychological intervention; Psychology; Nonprobability sampling; Medicine; Content analysis; Attendance; Context (archaeology); Confidentiality; Population; Applied psychology; Medical education; Medical emergency; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01533023,0.0005926874,0.000545773,0.002890455,0.007588422,0.003847336,0.002033348,0.001355797,0.002312245],"category_scores_gemma":[0.01459831,0.0006736542,0.0005353502,0.001942673,0.008256325,0.003958029,0.00478491,0.002155302,0.0002265266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0107431,"about_ca_system_score_gemma":0.01153454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01294373,"about_ca_topic_score_gemma":0.01684379,"domain_scores_codex":[0.9924286,0.005720666,0.0002484489,0.0003743686,0.0003805372,0.0008472778],"domain_scores_gemma":[0.9853678,0.01164206,0.0008937225,0.0003301653,0.0008767966,0.00088951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000014494,0.00007636972,0.005555343,0.0001905879,0.000004430874,0.0006315242,0.9851211,0.00007881733,0.0004374546,0.001798919,0.000324114,0.005766906],"study_design_scores_gemma":[0.000004978468,0.0000267857,0.00175241,0.0001353771,0.000002585822,0.0001724268,0.9953673,0.0001392016,0.000131755,0.0004996614,0.001761926,0.000005562316],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845263,0.0003340123,0.006467409,0.002397729,0.0000306896,0.001524939,0.0002197402,0.00001628436,0.004482916],"genre_scores_gemma":[0.9898145,0.0005704843,0.006184258,0.0005942551,0.000009748827,0.001522314,0.0001024801,0.00001432459,0.001187548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01533023,"threshold_uncertainty_score":0.08107501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1199396855493002,"score_gpt":0.5420534097170044,"score_spread":0.4221137241677043,"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."}}