{"id":"W1998538730","doi":"10.1177/1079063210384277","title":"Pedophilia: An Evaluation of Diagnostic and Risk Prediction Methods","year":2010,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Community Safety and Correctional Services","funders":"","keywords":"Pedophilia; Computer science; Psychology; Medicine; Human factors and ergonomics; Poison control; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03402974,0.0007526202,0.0006355546,0.003003555,0.0007355788,0.001452311,0.0007612301,0.0005577022,0.001250263],"category_scores_gemma":[0.1262016,0.0005021792,0.000623399,0.001590335,0.000775854,0.0009551416,0.001967683,0.0009852279,0.0003915729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009630903,"about_ca_system_score_gemma":0.001262105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002300886,"about_ca_topic_score_gemma":0.00284325,"domain_scores_codex":[0.9794391,0.01332906,0.001981698,0.0009189888,0.003900296,0.0004308206],"domain_scores_gemma":[0.8831629,0.08837726,0.01121688,0.00428245,0.01104461,0.001915888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005856252,0.0002707563,0.9669557,0.00004794223,0.0001024046,0.00005996307,0.0008302147,0.0002405195,0.00007293828,0.0001613943,0.0004021672,0.03027035],"study_design_scores_gemma":[0.0002953853,0.002818119,0.9530507,0.0002229292,0.0002543789,0.001447488,0.004139975,0.03411756,0.0006677988,0.0009847182,0.001900016,0.000101003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994072,0.000805545,0.002969297,0.0001863961,0.00004306066,0.0003966557,0.0002219611,0.00003468823,0.00127029],"genre_scores_gemma":[0.9932527,0.0003713693,0.005493667,0.00004294125,0.00002706828,0.0002611943,0.0003294077,0.000007873487,0.0002136908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03402974,"threshold_uncertainty_score":0.1799686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04751276812803314,"score_gpt":0.4014537153278406,"score_spread":0.3539409471998075,"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."}}