{"id":"W4312196516","doi":"10.24869/psyd.2022.635","title":"FORENSIC-CORRECTIONAL PSYCHIATRIC SERVICES IN ABU DHABI: LESSONS FROM A DESCRIPTIVE ANALYIS OF THE ATTRIBUTES OF A SAMPLE OF SERVICE USERS","year":2022,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Mental health; Psychiatry; Prison; Abu dhabi; Medicine; Forensic science; Descriptive statistics; Criminal justice; Family medicine; Psychology; Criminology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001063965,0.0005465826,0.001142072,0.0009854804,0.0003077633,0.00001732999,0.001776714,0.0002177236,0.001024884],"category_scores_gemma":[0.00007994391,0.0005074897,0.0006253406,0.004967899,0.0002606375,0.0001879475,0.0004630584,0.0008282861,0.0000144341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002261436,"about_ca_system_score_gemma":0.0003225643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02889164,"about_ca_topic_score_gemma":0.0132904,"domain_scores_codex":[0.9943287,0.0009513875,0.001865541,0.001026435,0.001077214,0.0007507241],"domain_scores_gemma":[0.9950997,0.0007816225,0.002036711,0.001644385,0.0002934301,0.0001441675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003384366,0.002498937,0.9134556,0.0002680359,0.0008884486,0.000003333432,0.0237298,0.001000338,0.001497457,0.01120267,0.04056654,0.001504439],"study_design_scores_gemma":[0.008578551,0.001187812,0.8886465,0.0002071976,0.0006642946,0.0000486652,0.06488143,0.0006174126,0.0004389918,0.02966264,0.004203306,0.0008631607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9122347,0.002072755,0.0002028792,0.002640314,0.0758905,0.0009414797,0.004133502,0.00005502513,0.001828837],"genre_scores_gemma":[0.9950799,0.00001694791,0.003272252,0.0005204485,0.0005871853,0.0001610537,0.0001998982,0.00008985188,0.00007251377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08284514,"threshold_uncertainty_score":0.9998883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299919050002507,"score_gpt":0.2962549982786855,"score_spread":0.2632558077786604,"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."}}