{"id":"W4237981549","doi":"10.30770/2572-1852-90.1.32","title":"International Briefs","year":2004,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Business","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003447195,0.00005619356,0.0001704133,0.00008879127,0.00009830678,0.000006898081,0.000262282,0.0002399538,0.0101824],"category_scores_gemma":[0.01198056,0.00003952591,0.00006891204,0.000100301,0.00006595475,0.0002733477,0.00004556842,0.0008245142,0.0001642825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001717894,"about_ca_system_score_gemma":0.0006530603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004981695,"about_ca_topic_score_gemma":0.00001167563,"domain_scores_codex":[0.9969168,0.0002062489,0.0007725618,0.00007164842,0.001878578,0.0001541097],"domain_scores_gemma":[0.9980891,0.0006145788,0.0005138445,0.00009768699,0.0003675236,0.0003172304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001345551,0.00162001,0.05678125,0.0005124696,0.0004134781,0.000382086,0.01732967,0.0004590872,0.001945939,0.4728085,0.2170657,0.2293363],"study_design_scores_gemma":[0.002668944,0.0001367741,0.07332077,0.0007551238,0.0000263395,0.0000534307,0.001139712,0.0001857554,0.00005244339,0.03079357,0.8908002,0.00006694256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4510168,0.0001006587,0.03371635,0.4976276,0.004604598,0.0001504799,9.881634e-7,0.00002390524,0.01275861],"genre_scores_gemma":[0.9910063,0.0001907918,0.001612062,0.00302936,0.00368011,0.000002154284,0.00000369846,0.000006922844,0.0004685724],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6737345,"threshold_uncertainty_score":0.9963419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06487538743266835,"score_gpt":0.4882694074077603,"score_spread":0.423394019975092,"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."}}