{"id":"W1983255385","doi":"10.1136/emj.2010.099838","title":"Symptoms and responses to critical incidents in paramedics who have experienced childhood abuse and neglect","year":2011,"lang":"en","type":"article","venue":"Emergency Medicine Journal","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto; Sunnybrook Health Science Centre; Mount Sinai Hospital","funders":"","keywords":"Neglect; Medicine; Psychological abuse; Physical abuse; Sexual abuse; Child abuse; Psychiatry; Mental health; Poison control; Clinical psychology; Suicide prevention; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005404343,0.0002084269,0.0003470449,0.0003769624,0.0001489631,0.000009095725,0.0001874096,0.0001126336,0.02155023],"category_scores_gemma":[0.0007822794,0.0001617229,0.00003837769,0.0002375997,0.0002158278,0.0001483789,0.00004177885,0.0005278508,0.0000263094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002174795,"about_ca_system_score_gemma":0.00002951725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002090992,"about_ca_topic_score_gemma":0.0001267455,"domain_scores_codex":[0.9980162,0.0002146429,0.0006624789,0.0003316573,0.0003260184,0.0004490393],"domain_scores_gemma":[0.9989313,0.000141374,0.00008848499,0.0002236675,0.00007318434,0.0005419701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000554104,0.0003307575,0.3973244,0.00001161773,0.00008488892,0.0002394851,0.5552405,1.206e-7,0.0001233309,0.0005559788,0.04106719,0.004467598],"study_design_scores_gemma":[0.001838164,0.001018543,0.9795218,0.0002789096,0.00004183701,0.001032507,0.01108371,0.000005508158,0.00002297597,0.0009244154,0.004041713,0.0001899326],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981708,0.003711754,0.0001286882,0.0009494427,0.001827189,0.0001741827,0.000001946069,0.00001755671,0.01148117],"genre_scores_gemma":[0.9954675,0.001446013,0.00006784038,0.0003009765,0.0007201101,0.00001841354,6.405533e-7,0.0000231253,0.001955312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5821974,"threshold_uncertainty_score":0.9793442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04740715154418625,"score_gpt":0.3721067206950435,"score_spread":0.3246995691508573,"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."}}