{"id":"W2052415161","doi":"10.1016/j.neuchi.2007.09.100","title":"Une nouvelle méthode de DREZotomie","year":2007,"lang":"fr","type":"article","venue":"Neurochirurgie","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Geology","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.007020786,0.0004260779,0.0006537326,0.0001358319,0.001286911,0.00001848658,0.0004306426,0.001996266,0.002151862],"category_scores_gemma":[0.001922361,0.0004377187,0.0002655645,0.000946759,0.0003249416,0.000173492,0.0001792883,0.005948666,0.002501762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00057103,"about_ca_system_score_gemma":0.003236908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004320368,"about_ca_topic_score_gemma":0.001635694,"domain_scores_codex":[0.9929129,0.001923468,0.001234801,0.0006576463,0.000581201,0.002689923],"domain_scores_gemma":[0.992652,0.004578319,0.0003364375,0.0007898409,0.0002077648,0.001435639],"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":[0.0002839904,0.0008556346,0.01140548,0.002877573,0.00008354247,0.001352401,0.08789578,0.00003605269,0.002110348,0.0285366,0.7270383,0.1375243],"study_design_scores_gemma":[0.002052367,0.0003183095,0.04709054,0.0005836693,0.00009412758,0.0000498886,0.01492823,0.0004597837,0.0002286409,0.002354777,0.9314439,0.000395742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6196294,0.005611895,0.03636335,0.09947911,0.01490991,0.001873652,0.00006827126,0.0004380952,0.2216263],"genre_scores_gemma":[0.61298,0.007587257,0.01545685,0.2101828,0.01308951,0.00006542118,0.00004380621,0.0003235933,0.1402707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2044056,"threshold_uncertainty_score":0.9998075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0691201840874086,"score_gpt":0.3983961644912478,"score_spread":0.3292759804038392,"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."}}