{"id":"W2116483270","doi":"10.1177/0886260504267740","title":"Twenty Years of Progress in Violence Risk Assessment","year":2004,"lang":"en","type":"review","venue":"Journal of Interpersonal Violence","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Safety Canada","funders":"","keywords":"Risk assessment; Human factors and ergonomics; Suicide prevention; Injury prevention; Poison control; Psychology; Occupational safety and health; Risk management tools; Medicine; Medical emergency; Computer security; Computer science","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001776104,0.0006635081,0.00272285,0.001085568,0.00003811026,0.00004454269,0.001638775,0.0004987026,0.0002711972],"category_scores_gemma":[0.0001278568,0.0005699948,0.001215511,0.0007686813,0.0004285715,0.0002312513,0.0001532525,0.002520719,0.00007670096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008492377,"about_ca_system_score_gemma":0.0009462553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007563056,"about_ca_topic_score_gemma":0.00000990943,"domain_scores_codex":[0.99422,0.0007124884,0.002793422,0.0006444044,0.0009572617,0.0006724884],"domain_scores_gemma":[0.9933336,0.0004057189,0.005114907,0.0006349492,0.0002482036,0.0002625936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001441978,0.0007084936,0.003681834,0.002777659,0.0004924336,0.0004913791,0.0006993969,0.000002256656,3.949256e-7,0.0004492088,0.0009719494,0.9895808],"study_design_scores_gemma":[0.003517702,0.003643478,0.02330819,0.7893398,0.001648408,0.003714958,0.002494744,0.00001461956,0.000002230883,0.002408569,0.1682597,0.001647554],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00445265,0.9466819,0.0002221432,0.00002211067,0.04750784,0.0004981976,0.0001087662,0.00001545121,0.0004908945],"genre_scores_gemma":[0.01715507,0.9788356,0.002698362,0.00003958516,0.001113509,0.00003824171,0.000007624266,0.00009158494,0.00002045838],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9879332,"threshold_uncertainty_score":0.9997805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03201144647881368,"score_gpt":0.3979460130807766,"score_spread":0.3659345666019629,"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."}}