{"id":"W4392769825","doi":"10.1017/9781009414890.006","title":"Genetic Testing for Suicide Risk Assessment","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Suicide Risk; Risk assessment; Medicine; Genetic testing; Psychology; Computer science; Medical emergency; Computer security; Suicide prevention; Internal medicine; Poison control","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":[0.0003482956,0.000470973,0.0003755697,0.0001050003,0.0004027596,0.00006343453,0.0004738939,0.000306704,0.00005705144],"category_scores_gemma":[0.00004383203,0.0005657169,0.0002139645,0.00001553082,0.0003672687,0.0001000955,0.0008535816,0.000769012,0.0002355215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290849,"about_ca_system_score_gemma":0.00007366336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008546493,"about_ca_topic_score_gemma":0.00002031329,"domain_scores_codex":[0.9974865,0.00005647504,0.0002866875,0.001207169,0.0004180741,0.0005450759],"domain_scores_gemma":[0.9984083,0.0003596936,0.0002992305,0.0006194747,0.00002482857,0.0002885162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002838965,0.0001821985,0.01071419,0.001984784,0.001513891,0.003985789,0.0005649553,0.002478334,0.003602271,0.6130285,0.1006299,0.2610312],"study_design_scores_gemma":[0.0005163135,0.0001613535,0.005258684,0.0002921982,0.0006393247,0.00001879538,0.0000347788,0.002675761,0.0001208618,0.0002136223,0.9892832,0.0007851205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002229737,0.00008753625,0.004998607,0.00002337095,0.0002072784,0.001393994,0.0006534467,0.0001658154,0.9902402],"genre_scores_gemma":[0.005862044,0.00009849379,0.005709031,0.0001422661,0.0001495329,0.000008746785,0.00003533258,0.0001214862,0.9878731],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8886532,"threshold_uncertainty_score":0.9996794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03317601070648443,"score_gpt":0.2409115501616436,"score_spread":0.2077355394551592,"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."}}