{"id":"W2189233821","doi":"10.1037/e496242004-001","title":"Part IV: Assessing and Managing Violent Patients","year":2002,"lang":"en","type":"dataset","venue":"PsycEXTRA Dataset","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forensic engineering; Psychology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000608015,0.001183917,0.001037671,0.0006269253,0.0003967482,0.0004724487,0.001317173,0.0007352735,0.007238771],"category_scores_gemma":[0.00007805596,0.001214416,0.0001615913,0.0004024625,0.0003262603,0.0003942843,0.0004772336,0.001422636,0.005258772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000141069,"about_ca_system_score_gemma":0.00002886835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000400627,"about_ca_topic_score_gemma":0.00009202462,"domain_scores_codex":[0.9939106,0.0004131001,0.001231774,0.002175489,0.0008383,0.001430751],"domain_scores_gemma":[0.9950455,0.0002393271,0.0009040295,0.003178136,0.00006236637,0.0005706706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007516364,0.0008656836,0.0004100031,0.0002250347,0.0003295667,0.0001683979,0.00006316527,3.767763e-7,6.86477e-7,0.00003613393,0.9809434,0.01688236],"study_design_scores_gemma":[0.001908473,0.0002308021,0.0020679,0.0004999274,0.0003998862,0.0001012214,0.0001658332,0.00000618549,3.012929e-7,0.000128567,0.9932389,0.001251981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001464734,0.002090572,0.00001895227,0.0002758959,0.1048542,0.0006661622,0.8903762,0.0001149627,0.001456533],"genre_scores_gemma":[0.00008228033,0.000637142,0.0002243567,0.002022356,0.003272029,0.0001278022,0.9933454,0.0001324557,0.0001561418],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1029692,"threshold_uncertainty_score":0.9990306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03895292860404651,"score_gpt":0.336479292539614,"score_spread":0.2975263639355675,"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."}}