{"id":"W2435321706","doi":"10.1111/ap.12187","title":"Alexithymia among Perpetrators of Violent Offences in Australia: Implications for Rehabilitation","year":2016,"lang":"en","type":"article","venue":"Australian Psychologist","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Edith Cowan University","keywords":"Alexithymia; Psychology; Clinical psychology; Feeling; Domestic violence; Psychiatry; Human factors and ergonomics; Poison control; Social psychology; Medicine; Medical emergency","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005720129,0.0001493631,0.0002566501,0.0004295378,0.001194799,0.0005606806,0.0003051019,0.0002930173,0.002029392],"category_scores_gemma":[0.001870648,0.00011675,0.0001866472,0.0003460931,0.0005362459,0.0003606788,0.0009216492,0.0005302105,0.000118857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008421495,"about_ca_system_score_gemma":0.002359772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02667271,"about_ca_topic_score_gemma":0.04116242,"domain_scores_codex":[0.9997023,0.0001099852,0.00002764343,0.00002075315,0.0000504097,0.00008888881],"domain_scores_gemma":[0.9994538,0.0000671566,0.000151022,0.000009512469,0.00008754648,0.000230895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001804267,0.0008333127,0.7716327,0.0007835968,0.00006307065,0.00246802,0.005783699,0.0001646418,0.002616693,0.0006649246,0.003705184,0.2111037],"study_design_scores_gemma":[0.00001684836,0.000300863,0.9916841,0.0003496121,0.00002419482,0.0009435706,0.004483491,0.0001899491,0.00009822714,0.0002777366,0.00162343,0.000007901534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864304,0.003497432,0.0001607907,0.004697411,0.00005261739,0.00007120653,0.000037912,0.00001001553,0.005042163],"genre_scores_gemma":[0.9954423,0.002981853,0.0003814819,0.0002831648,0.00002966239,0.00006479096,0.00003130087,0.000001587258,0.0007837442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02667271,"threshold_uncertainty_score":0.05303496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05506186072731598,"score_gpt":0.378945402287134,"score_spread":0.323883541559818,"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."}}