{"id":"W2887701418","doi":"10.1080/00224499.2018.1492694","title":"Are There Early Risk Markers for Pedophilia? A Nationwide Case-Control Study of Child Sexual Exploitation Material Offenders","year":2018,"lang":"en","type":"article","venue":"The Journal of Sex Research","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"Canadian Institutes of Health Research; Wellcome Trust","keywords":"Pedophilia; Psychology; Sexual behavior; Clinical psychology; Developmental psychology; Medicine; Environmental health; Human factors and ergonomics; Poison control","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009774645,0.0003507382,0.0003608387,0.001101855,0.0007740016,0.0008478449,0.0005852456,0.0006319128,0.001083308],"category_scores_gemma":[0.002281131,0.0007935385,0.0004535143,0.001269376,0.0005241025,0.0004554053,0.0005513116,0.0007449627,0.000203701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004436873,"about_ca_system_score_gemma":0.0003420318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01903314,"about_ca_topic_score_gemma":0.01913934,"domain_scores_codex":[0.999044,0.0003276601,0.0001013501,0.0002626919,0.0001368263,0.0001274378],"domain_scores_gemma":[0.99845,0.00026411,0.0006567854,0.0002965396,0.0001099866,0.0002224731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000923131,0.00006258661,0.9987475,0.000006336154,0.00005964992,0.0001799774,0.00009646479,0.000008803341,0.0002216948,0.00001876388,0.0000399092,0.0004661159],"study_design_scores_gemma":[0.000008808291,0.000070756,0.9992586,0.000005227761,0.00003420662,0.0003286058,0.0001421501,0.00004656006,0.00002106788,0.000009362554,0.00007215807,0.000002487179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994271,0.000198917,0.00006414621,0.00002071806,0.000003300974,0.000008286136,0.0001174606,0.000001666527,0.000158472],"genre_scores_gemma":[0.999453,0.0001576235,0.00009408557,0.00001762488,0.000005290989,0.00001103131,0.0001821091,0.000001135701,0.00007819369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01903314,"threshold_uncertainty_score":0.03784472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09251842720136155,"score_gpt":0.3992318202390457,"score_spread":0.3067133930376842,"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."}}