{"id":"W2795064150","doi":"10.1177/1079063218762434","title":"A Validation Study of the Child Pornography Offender Risk Tool (CPORT)","year":2018,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre; Government of Ontario","funders":"Ontario Mental Health Foundation","keywords":"Recidivism; Child pornography; Pornography; Psychology; Sex offense; Predictive power; Pedophilia; Sample (material); Sex offender; Poison control; Clinical psychology; Injury prevention; Demography; Sexual abuse; Medicine; The Internet; Medical emergency; Computer science","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":[0.03999046,0.0009708775,0.0006143604,0.001343872,0.0009981338,0.00104825,0.001639104,0.0009547258,0.0008900851],"category_scores_gemma":[0.0755044,0.0005300516,0.00091695,0.0009777243,0.00166218,0.001125557,0.001486471,0.001514372,0.0006079721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249802,"about_ca_system_score_gemma":0.00250038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00862678,"about_ca_topic_score_gemma":0.007768415,"domain_scores_codex":[0.9842212,0.009431898,0.001114737,0.001242897,0.003524945,0.0004643132],"domain_scores_gemma":[0.9222161,0.03238133,0.0063031,0.01162466,0.02589445,0.00158038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001168891,0.003423753,0.9459423,0.0001477381,0.0002951868,0.0001972628,0.003895072,0.0006809154,0.00197062,0.0004241742,0.0009948349,0.04085927],"study_design_scores_gemma":[0.0002779595,0.008990805,0.9734451,0.0001956305,0.0002599696,0.001228823,0.001405313,0.005109659,0.004132382,0.0002156052,0.004683861,0.00005486165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933192,0.0001426219,0.003422277,0.00005232322,0.00003807576,0.001187792,0.0004100911,0.0000257449,0.001401872],"genre_scores_gemma":[0.9890875,0.0001873049,0.006404227,0.0001441123,0.00002801898,0.0008773915,0.002578776,0.00003965114,0.0006530722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03999046,"threshold_uncertainty_score":0.2114922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275965818810442,"score_gpt":0.2961686967633747,"score_spread":0.2734090385752703,"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."}}