{"id":"W2782357892","doi":"10.5588/pha.17.0110","title":"Protecting those who care for others","year":2017,"lang":"en","type":"editorial","venue":"Public Health Action","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Data science; Computer 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":[0.01713113,0.006568221,0.007238642,0.006432565,0.008576046,0.01583756,0.00677207,0.0536757,0.01534484],"category_scores_gemma":[0.06251142,0.002422199,0.004305514,0.004224475,0.008468359,0.009634785,0.004100762,0.05977365,0.01125905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007797544,"about_ca_system_score_gemma":0.01286793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008461678,"about_ca_topic_score_gemma":0.02412477,"domain_scores_codex":[0.9866804,0.003634293,0.001720309,0.001374473,0.005697706,0.0008927261],"domain_scores_gemma":[0.9405298,0.03578313,0.002845767,0.001675871,0.01311631,0.006049141],"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":[0.00001884656,0.00002186616,0.00002443039,0.0003871576,0.00002524545,0.00005220433,0.0000358317,0.00001789757,0.00001557895,0.0005018857,0.9942619,0.00463737],"study_design_scores_gemma":[0.00008891497,0.00003068029,0.0003419206,0.00210848,0.0001381009,0.0001226994,0.0002248874,0.0001117153,0.00004932532,0.003740918,0.9930069,0.00003550155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001261059,0.00829975,0.00006571806,0.05071322,0.9398268,0.00001612516,0.00002800296,0.0000206274,0.001017023],"genre_scores_gemma":[0.0002764353,0.008194425,0.00009549641,0.03998571,0.9458345,0.00004227968,0.00002050733,0.0000256586,0.005525001],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0536757,"threshold_uncertainty_score":0.09059912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125345502686454,"score_gpt":0.4565899001888993,"score_spread":0.344055349920254,"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."}}