{"id":"W7033972434","doi":"","title":"Self-directed Goals for Forensic Patients","year":2025,"lang":"en","type":"article","venue":"HELIN Digital Commons","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Session (web analytics); Forensic science; Informed consent; Occupational safety and health; Unit (ring theory); Forensic psychiatry; Personality disorders","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005868301,0.00009849881,0.0001314179,0.00002791663,0.0001459684,0.00002836806,0.0001670994,0.00009603045,0.0002572167],"category_scores_gemma":[0.0001407624,0.00009037909,0.00006441734,0.0001407247,0.0001165295,0.0001231369,0.0002040736,0.00006880842,0.0005383844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007908184,"about_ca_system_score_gemma":0.000009410827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000685173,"about_ca_topic_score_gemma":0.0002646053,"domain_scores_codex":[0.9993083,0.00001672752,0.0001616502,0.000210294,0.00004550002,0.0002575275],"domain_scores_gemma":[0.9995167,0.0002087927,0.00003541939,0.0001797984,0.00001248279,0.00004677586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006514104,0.0003107834,0.7999474,0.00001160411,0.00003080793,9.831573e-7,0.00005309244,0.00002536413,0.00002295553,0.0005578604,0.1913745,0.007599534],"study_design_scores_gemma":[0.001306464,0.0002710084,0.4898524,0.00001186377,0.00002923317,0.000001427715,0.00004489768,0.001514628,0.0004847358,0.00910515,0.4971051,0.0002730954],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8920133,0.00002740187,0.00009550805,0.0004708154,0.0002941513,0.0004466762,0.0001250222,0.0003350122,0.1061921],"genre_scores_gemma":[0.9955068,0.000003202771,0.0006658593,0.0005059947,0.00001191142,0.00004350991,0.0001148057,0.000006960017,0.003140984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.310095,"threshold_uncertainty_score":0.6920022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008279269547891393,"score_gpt":0.2286422504248824,"score_spread":0.220362980876991,"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."}}