{"id":"W7056398938","doi":"","title":"Feature Story: University of Regina paper reveals more help needed for first responders suffering from PTSD and other traumas","year":2016,"lang":"en","type":"other","venue":"oURspace (University of Regina)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feature (linguistics); Public health; Poison control","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001754166,0.0005197912,0.0003893616,0.0006936283,0.01535169,0.006310605,0.001343014,0.006352825,0.04601621],"category_scores_gemma":[0.01066656,0.0003640089,0.0005621786,0.0007143759,0.003049855,0.002639173,0.003041495,0.009012341,0.01303052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004682969,"about_ca_system_score_gemma":0.005732972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06180255,"about_ca_topic_score_gemma":0.146613,"domain_scores_codex":[0.9981401,0.0004196783,0.00004819596,0.000155454,0.0007277648,0.0005088205],"domain_scores_gemma":[0.9953682,0.001225545,0.0002643533,0.0003500583,0.0009687225,0.001823086],"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":[0.00004316605,0.00002471481,0.0008373063,0.00003883231,0.000003546477,0.001100381,0.01198837,0.00003526828,0.0002652665,0.002032946,0.9747587,0.008871355],"study_design_scores_gemma":[0.000006532685,0.00003370403,0.001303031,0.00006886957,0.000003460904,0.001279556,0.04109498,0.00003578696,0.0003675116,0.0003378133,0.9554439,0.00002498154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.04550693,0.002751203,0.0006771998,0.7033258,0.02869251,0.0001065168,0.001461811,0.0010701,0.216408],"genre_scores_gemma":[0.1634498,0.003016366,0.0006985274,0.1923599,0.005620136,0.0001118265,0.0006162128,0.001013578,0.6331136],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06180255,"threshold_uncertainty_score":0.1539396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01202987954333352,"score_gpt":0.1914333206854425,"score_spread":0.179403441142109,"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."}}