{"id":"W6991039237","doi":"","title":"Expert opinion in court: United Kingdom, Canada, and Australia","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Expert witness; Expert opinion; Expert system; Expert elicitation; Public opinion; Subpoena; Forensic psychology","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":[0.005336502,0.0003830169,0.0005235818,0.00168829,0.0174904,0.007359424,0.001540204,0.01262106,0.02094302],"category_scores_gemma":[0.03130422,0.0004794388,0.0004853929,0.002441843,0.004225971,0.002368588,0.003778557,0.006933505,0.001926561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03432148,"about_ca_system_score_gemma":0.1039639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9170182,"about_ca_topic_score_gemma":0.9632054,"domain_scores_codex":[0.9902679,0.001174259,0.0005341389,0.0006571686,0.00423291,0.003133574],"domain_scores_gemma":[0.9843083,0.004235504,0.0006371671,0.0003900558,0.006692944,0.003735959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001452427,0.00006741741,0.01056609,0.0003133814,0.00006715073,0.00593,0.01177705,0.00052727,0.0006094191,0.2266768,0.6837912,0.05952905],"study_design_scores_gemma":[0.00008315084,0.00003830317,0.03585441,0.00136697,0.00009511433,0.001947684,0.0141963,0.0008864079,0.0005792535,0.01560109,0.9292246,0.0001267058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.05783769,0.01659825,0.00125943,0.1853532,0.004010971,0.0002690655,0.0008781937,0.00007884581,0.7337144],"genre_scores_gemma":[0.6099678,0.009350986,0.001621945,0.1202584,0.001026906,0.0001371874,0.0003892701,0.00009632418,0.2571512],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08298182,"threshold_uncertainty_score":0.249021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2825204551723549,"score_gpt":0.4952290583406713,"score_spread":0.2127086031683164,"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."}}