{"id":"W3023745730","doi":"10.1037/trm0000251","title":"Ambulance personnel: Systematic review of mental health symptoms.","year":2020,"lang":"en","type":"article","venue":"Traumatology An International Journal","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"WorkSafeBC","keywords":"Mental health; Medicine; Occupational safety and health; MEDLINE; Medical emergency; Psychiatry; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009707334,0.0001287594,0.0006207759,0.00008705422,0.0004437705,0.000006031387,0.0005187721,0.00008827332,0.001189772],"category_scores_gemma":[0.0002830843,0.0001054611,0.0001008819,0.0001054999,0.00005871641,0.0003008289,0.00003724939,0.0006698277,0.000230395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001526634,"about_ca_system_score_gemma":0.0006833642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003035759,"about_ca_topic_score_gemma":0.00001540946,"domain_scores_codex":[0.9969189,0.0007339056,0.001373808,0.0001633531,0.0004879254,0.0003221356],"domain_scores_gemma":[0.9977484,0.0001574809,0.001144964,0.0001275881,0.0004563744,0.0003652356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00101561,0.0003048071,0.2110807,0.6959309,0.000507871,0.00004443133,0.03286805,0.00001283396,0.00002064507,0.0230772,0.03407349,0.001063438],"study_design_scores_gemma":[0.01078333,0.00329545,0.1080802,0.8337572,0.0002233719,0.00342058,0.01313558,0.008226245,0.00003973711,0.0008047531,0.01711578,0.001117681],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7250645,0.05863831,0.002546431,0.1940672,0.008949113,0.004379143,0.0006269491,0.0002463437,0.005481985],"genre_scores_gemma":[0.9025756,0.0199023,0.000747865,0.07583359,0.0006479552,0.00005020485,0.0001329002,0.00002247294,0.0000870939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1775111,"threshold_uncertainty_score":0.9997233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0798233445453736,"score_gpt":0.4737843067134122,"score_spread":0.3939609621680386,"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."}}