{"id":"W4281664199","doi":"10.1192/bjo.2022.508","title":"Sexual abuse and mental ill health in boys and men: what we do and don't know","year":2022,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Sexual abuse; Mental health; Psychiatry; Population; Intervention (counseling); Epidemiology; Psychology; Medicine; Clinical psychology; Poison control; Suicide prevention; Environmental health","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":[0.0004583855,0.0001520047,0.0002658011,0.00009939467,0.0002537976,0.0002527314,0.0002133965,0.00004349974,0.001360009],"category_scores_gemma":[0.000001975631,0.0001496686,0.00001214514,0.0001379583,0.00006353974,0.0003362105,0.0003314858,0.0002321963,0.00001760035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003881868,"about_ca_system_score_gemma":0.00002547176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046133,"about_ca_topic_score_gemma":0.001079521,"domain_scores_codex":[0.9986429,0.0002002834,0.0002248742,0.0005240679,0.0001106144,0.0002972716],"domain_scores_gemma":[0.9994557,0.00004939103,0.00006971279,0.0002738043,0.000007407265,0.0001439385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007404005,0.0007155719,0.04580851,0.00004646029,0.0001295515,0.00007481983,0.1038635,8.687138e-7,0.00005513989,0.003052854,0.1378753,0.7076371],"study_design_scores_gemma":[0.006719468,0.0007827065,0.1031388,0.00005683476,0.000009233077,0.0003025641,0.06610083,0.0000155174,0.000004203613,0.0005293002,0.8220341,0.0003064667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9495531,0.02445563,7.900796e-7,0.01527927,0.000455403,0.001431451,0.00006230547,0.00001958518,0.008742439],"genre_scores_gemma":[0.9778475,0.01060615,0.0001708778,0.006262579,0.0001142884,0.0002574348,0.00005077641,0.00004666182,0.004643701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7073306,"threshold_uncertainty_score":0.9995529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03169958165841851,"score_gpt":0.3482782853801516,"score_spread":0.3165787037217331,"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."}}