{"id":"W2998896798","doi":"10.1016/j.ijlp.2020.101541","title":"Risk assessment tool floundering? Let's ask the client to self-predict","year":2020,"lang":"en","type":"article","venue":"International Journal of Law and Psychiatry","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"National Institute of Justice","keywords":"Ask price; Medicine; Risk assessment; Medical emergency; Computer science; Psychology; Computer security; Business","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":[0.004375815,0.0005938556,0.0006818326,0.002131022,0.001469958,0.003062216,0.001045293,0.002280813,0.01328755],"category_scores_gemma":[0.04850153,0.0002580625,0.0006397598,0.0004695553,0.000613061,0.003713581,0.001570724,0.003577303,0.007406021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008192519,"about_ca_system_score_gemma":0.00214763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002366529,"about_ca_topic_score_gemma":0.003776014,"domain_scores_codex":[0.9974999,0.000906839,0.0003876433,0.0001164704,0.0008618011,0.0002274289],"domain_scores_gemma":[0.989334,0.004143852,0.001293468,0.0005234914,0.003348548,0.001356636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001821717,0.001234095,0.3060267,0.0001647991,0.00008116585,0.003693435,0.006610868,0.0007168174,0.001198583,0.005835373,0.164659,0.5095969],"study_design_scores_gemma":[0.0002144894,0.002565185,0.3486761,0.006884242,0.0007366166,0.06916882,0.07481626,0.0536011,0.01542887,0.09566225,0.3310993,0.001146807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4427095,0.003796045,0.05568334,0.3587422,0.003804743,0.001028229,0.0009644824,0.003932158,0.1293393],"genre_scores_gemma":[0.8921213,0.003645513,0.05912903,0.01672852,0.0009372556,0.0004311929,0.0004250956,0.0003333163,0.02624873],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01328755,"threshold_uncertainty_score":0.04445124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698202887273148,"score_gpt":0.3251064404970559,"score_spread":0.3081244116243244,"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."}}