{"id":"W4416715477","doi":"10.29173/wclawr133","title":"Psychiatric Diagnosis as Newly Discovered Evidence in Ireland","year":2025,"lang":"en","type":"article","venue":"The Wrongful Conviction Law Review","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Irish Research Council","keywords":"Conviction; Appeal; Irish; Presentation (obstetrics); Relation (database); Psychiatric diagnosis; Criminal justice; Economic Justice","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001437427,0.0001930214,0.0004116556,0.0001035194,0.0002048066,0.00004219982,0.0004202775,0.0001368135,0.001408813],"category_scores_gemma":[0.0004917816,0.0001255766,0.0001431672,0.001096692,0.0001147497,0.0001158271,0.00005925043,0.000439574,0.001527326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009826558,"about_ca_system_score_gemma":0.0001319721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003363842,"about_ca_topic_score_gemma":0.0006545479,"domain_scores_codex":[0.9974138,0.0009018494,0.0006913432,0.0004318937,0.0002294393,0.0003316689],"domain_scores_gemma":[0.9977484,0.001086417,0.0001763405,0.0008352306,0.0000761785,0.00007745392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002762121,0.0005856389,0.01789135,0.003843941,0.0002631225,0.0003239449,0.001230396,0.00003576821,0.000007898398,0.281489,0.06185645,0.6321962],"study_design_scores_gemma":[0.0006038431,0.0001241659,0.03353628,0.01408807,0.0001473549,0.0001356829,0.0001301402,0.00001116822,0.000002877299,0.005515358,0.9454737,0.0002313717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1606424,0.6634165,0.0003614364,0.1002843,0.005762024,0.002847606,0.00002056663,0.0001527595,0.06651245],"genre_scores_gemma":[0.8649544,0.1167494,0.00003234618,0.01493191,0.0001503637,0.0004316344,0.000006550566,0.00001869705,0.002724638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8836172,"threshold_uncertainty_score":0.999504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05818327931270065,"score_gpt":0.4246197881786306,"score_spread":0.3664365088659299,"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."}}