{"id":"W4390578185","doi":"10.1016/j.psychres.2024.115718","title":"The Signature Biobank: A longitudinal biopsychosocial repository of psychiatric emergency patients","year":2024,"lang":"en","type":"review","venue":"Psychiatry Research","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré de Santé et de Services Sociaux des Laurentides; Université du Québec à Montréal; Santé Montérégie; Institut Universitaire en Santé Mentale de Québec; Université de Montréal; Université du Québec à Trois-Rivières; Institut universitaire en santé mentale de Montréal","funders":"","keywords":"Biobank; Biopsychosocial model; Signature (topology); Medicine; Psychiatry; Psychology; Bioinformatics","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":[0.005460771,0.0005318046,0.001715536,0.005186902,0.0006404321,0.002286619,0.002158482,0.001100975,0.009995039],"category_scores_gemma":[0.02431173,0.0003002371,0.000914517,0.007280116,0.0004880592,0.002160923,0.003258928,0.001375551,0.003043598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105352,"about_ca_system_score_gemma":0.008634883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00801332,"about_ca_topic_score_gemma":0.01597559,"domain_scores_codex":[0.9982036,0.0006728229,0.000366157,0.0002457278,0.0003884051,0.0001232316],"domain_scores_gemma":[0.9901563,0.00408305,0.0017043,0.0007778761,0.002526231,0.0007523076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001014341,0.0003104256,0.02557165,0.03769865,0.00207447,0.000336119,0.0009939469,0.0002210308,0.0003885743,0.006231795,0.207251,0.717908],"study_design_scores_gemma":[0.0007516395,0.0002301837,0.1254809,0.08440331,0.004099981,0.001243945,0.002609607,0.0002088143,0.0004587828,0.006710646,0.7736042,0.0001980247],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01970643,0.8763804,0.002888708,0.01012789,0.001211765,0.001498995,0.07802352,0.0002137828,0.009948586],"genre_scores_gemma":[0.06145205,0.8088531,0.01089386,0.007144515,0.001020217,0.002728756,0.1036069,0.0001017908,0.004198744],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009995039,"threshold_uncertainty_score":0.03343678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1359719834077446,"score_gpt":0.4370661806154879,"score_spread":0.3010941972077432,"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."}}