{"id":"W2569900316","doi":"10.12968/jpar.2017.9.1.6","title":"Equipping paramedics to look after their mental health and wellbeing","year":2017,"lang":"en","type":"article","venue":"Journal of Paramedic Practice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Research Canada","funders":"","keywords":"Emergency Care Practitioner; Combat Medical Technician; Major trauma; Ambulance service; Mental health; Continuing professional development; Mental healthcare; Mental health care; Psychology; Health care; Medical emergency; Nursing; Medicine; Psychiatry; Medical education; Professional development; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.009626512,0.0007313211,0.0005620827,0.0007358519,0.009786644,0.004730479,0.001628762,0.01291929,0.00943457],"category_scores_gemma":[0.04051897,0.0006377478,0.00113226,0.0004110775,0.005318644,0.008186516,0.007637182,0.0283284,0.004320955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002663243,"about_ca_system_score_gemma":0.01140597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006000108,"about_ca_topic_score_gemma":0.01912615,"domain_scores_codex":[0.9916128,0.004515012,0.000428172,0.0003315127,0.001673487,0.001438989],"domain_scores_gemma":[0.9707093,0.01128991,0.001352232,0.001030426,0.007031583,0.008586501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005925258,0.0001948549,0.004915848,0.0006999937,0.00006969558,0.001629062,0.01943967,0.00011076,0.001128335,0.006111801,0.8613557,0.1042851],"study_design_scores_gemma":[0.00004290077,0.0005612596,0.00452621,0.002449175,0.00004221149,0.001961864,0.05816359,0.0001551793,0.0008226197,0.008347891,0.9228266,0.0001004967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004410072,0.006544349,0.001627281,0.9527197,0.02218131,0.00004470505,0.00002677742,0.0001141414,0.01233172],"genre_scores_gemma":[0.07443938,0.01929379,0.007298281,0.857689,0.01275204,0.0001887807,0.000055427,0.0001855584,0.02809779],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01291929,"threshold_uncertainty_score":0.05091047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06652270562099209,"score_gpt":0.4698530651451967,"score_spread":0.4033303595242046,"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."}}