{"id":"W2040173414","doi":"10.1080/14999013.2011.600602","title":"Protective Factors in Forensic Mental Health: A New Frontier","year":2011,"lang":"en","type":"article","venue":"International Journal of Forensic Mental Health","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; BC Mental Health & Substance Use Services; University of British Columbia","funders":"","keywords":"Forensic science; Frontier; Mental health; Psychology; Forensic psychiatry; Psychiatry; Clinical psychology; Criminology; Applied psychology; Geography; Archaeology","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"],"consensus_categories":[],"category_scores_codex":[0.0009587083,0.0004257798,0.0007749352,0.0009032843,0.0001448005,0.00003893397,0.0007526536,0.0001397737,0.0008231741],"category_scores_gemma":[0.00004261459,0.000379844,0.0003111928,0.0003082572,0.0001775172,0.0004377945,0.0001043328,0.0007722848,0.00007626378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001866113,"about_ca_system_score_gemma":0.0007415587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005355293,"about_ca_topic_score_gemma":0.002293573,"domain_scores_codex":[0.9955456,0.0003122445,0.001772013,0.0004842711,0.001054371,0.0008315013],"domain_scores_gemma":[0.9969904,0.0000555514,0.00180252,0.0003061438,0.0001796777,0.0006656724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003305923,0.001233691,0.04151091,0.00003029079,0.0007514158,0.0001114549,0.08114488,0.000001994132,0.00007611742,0.005687184,0.7069293,0.1592168],"study_design_scores_gemma":[0.03912947,0.01851125,0.6922488,0.004249664,0.00006936357,0.006270356,0.07871319,0.0001170344,0.001786984,0.05378551,0.102755,0.002363444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6380165,0.003717949,0.003138321,0.018058,0.3261329,0.002081191,0.0003273153,0.00008521703,0.008442659],"genre_scores_gemma":[0.9848349,0.00011414,0.008054849,0.003744943,0.002429644,0.0000148145,0.00009113597,0.00009256616,0.0006229787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6507378,"threshold_uncertainty_score":0.9998654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06499258865334905,"score_gpt":0.3648158454610059,"score_spread":0.2998232568076569,"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."}}