{"id":"W2070835357","doi":"10.3389/fpsyt.2013.00058","title":"How Much Child Sexual Abuse is “Below the Surface,” and Can We Help Adults Identify it Early?","year":2013,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sexual abuse; Medicine; Sex organ; Child sexual abuse; Affect (linguistics); Psychology; Psychiatry; Injury prevention; Clinical psychology; Poison control; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001910687,0.000368952,0.0003704805,0.0001703994,0.0002708575,0.0002586979,0.0005363145,0.0003002431,0.000514117],"category_scores_gemma":[0.000007974944,0.000291629,0.0001054252,0.000396576,0.0002193574,0.0002581319,0.00005910402,0.0007188907,0.0002185267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003401262,"about_ca_system_score_gemma":0.00003534581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001356113,"about_ca_topic_score_gemma":0.001913915,"domain_scores_codex":[0.9977543,0.000155343,0.0003662707,0.0007596861,0.000283624,0.0006808001],"domain_scores_gemma":[0.9986659,0.00003823187,0.0001500068,0.0009175157,0.00004665533,0.0001816858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006898944,0.0001613688,0.3813581,0.00003019259,0.0001700751,0.00000569233,0.02081062,5.478695e-7,0.000002533368,0.0002539337,0.5875806,0.009557358],"study_design_scores_gemma":[0.004884972,0.0002363841,0.8728875,0.0002491946,0.00009197026,0.00007054065,0.07240399,0.00006910408,0.00002099705,0.005284475,0.0430303,0.0007705858],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9139538,0.008486956,0.00007841516,0.05743119,0.01588304,0.0007727469,0.00005239159,0.00007743104,0.00326401],"genre_scores_gemma":[0.9867694,0.0005266247,0.001485402,0.003949221,0.0007536645,0.00006936877,0.0000149248,0.00007293531,0.006358407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5445502,"threshold_uncertainty_score":0.9999536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008999894782600505,"score_gpt":0.2456457431146262,"score_spread":0.2366458483320257,"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."}}