{"id":"W4414767602","doi":"10.1016/j.psychres.2025.116760","title":"Defining and assessing international classification of disease suicidality phenotypes for genetic studies","year":2025,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Institute of Mental Health; Brain and Behavior Research Foundation; U.S. Department of Veterans Affairs; National Science Foundation","keywords":"Comparability; Disease; Cohort; Diagnosis code; Medical classification; Genetic data; Genetic testing; Cohort study","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":[0.02602417,0.001152012,0.001131483,0.006418349,0.001103228,0.002768466,0.002270577,0.000953266,0.004686013],"category_scores_gemma":[0.06894369,0.0003615971,0.001479045,0.005172678,0.0006663266,0.001010339,0.002277278,0.001648982,0.001235425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002065707,"about_ca_system_score_gemma":0.005063091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005692707,"about_ca_topic_score_gemma":0.008134887,"domain_scores_codex":[0.9858995,0.007190603,0.002397351,0.001110224,0.002990101,0.0004121196],"domain_scores_gemma":[0.9584522,0.0120628,0.01061282,0.004168512,0.01312357,0.001580177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001048679,0.0002677419,0.6798665,0.001847299,0.0008281007,0.0003497948,0.001027236,0.001644992,0.001886252,0.006880277,0.0682609,0.2360922],"study_design_scores_gemma":[0.0006755238,0.0005258051,0.9329003,0.003534515,0.0007167355,0.0009703693,0.0007793011,0.007702132,0.00116332,0.01255115,0.03832857,0.000152287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.536304,0.02441619,0.2521025,0.0225626,0.003264458,0.02463948,0.0910018,0.002120672,0.0435883],"genre_scores_gemma":[0.5472822,0.005186734,0.3529106,0.002186757,0.0007012074,0.02150591,0.06710199,0.0004004979,0.00272415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02602417,"threshold_uncertainty_score":0.1376306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1683368496370211,"score_gpt":0.5075636349623056,"score_spread":0.3392267853252845,"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."}}