{"id":"W4224304267","doi":"10.3390/ijerph19095013","title":"Peer Support for Public Safety Personnel in Canada: Towards a Typology","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Thompson Rivers University; Memorial University of Newfoundland; University of Regina","funders":"Canadian Institutes of Health Research","keywords":"Conceptualization; Peer support; Mental health; Peer review; Typology; Variety (cybernetics); Social support; Psychology; Peer-to-peer; Public relations; Applied psychology; Computer science; Social psychology; Political science; Sociology; World Wide Web; Psychiatry","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":[0.005387995,0.0005065587,0.0004173158,0.007537294,0.01931836,0.008252508,0.003157156,0.001088363,0.001902734],"category_scores_gemma":[0.01610921,0.0003517577,0.0005320591,0.0100218,0.007948496,0.00401682,0.006528794,0.001950991,0.0001426956],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1554003,"about_ca_system_score_gemma":0.2731701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9825737,"about_ca_topic_score_gemma":0.9871088,"domain_scores_codex":[0.9926955,0.001664496,0.0004925592,0.0004890607,0.003125119,0.00153336],"domain_scores_gemma":[0.9867346,0.001791279,0.001294186,0.0005275158,0.007108761,0.002543749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009100761,0.0001876651,0.2721494,0.001096352,0.0000499025,0.001348517,0.5053863,0.0009519301,0.00075376,0.05388262,0.01219847,0.1519041],"study_design_scores_gemma":[0.00001976417,0.0000954757,0.1757465,0.001328477,0.00007001171,0.0003547024,0.7375667,0.002262849,0.0002974123,0.006160278,0.07599381,0.0001040019],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9062359,0.006206197,0.00634758,0.02362588,0.0002642781,0.00129679,0.0007776846,0.0001260038,0.05511973],"genre_scores_gemma":[0.9884959,0.00326152,0.004233867,0.0006330172,0.00002133063,0.0002351391,0.0002462919,0.00002257059,0.002850264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1554003,"threshold_uncertainty_score":0.979616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3543765855819829,"score_gpt":0.4798046974827161,"score_spread":0.1254281119007333,"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."}}