{"id":"W4364354472","doi":"10.1111/epi.17617","title":"SUDEP counseling: Where do we stand?","year":2023,"lang":"en","type":"review","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Epilepsy; Medicine; Guideline; Psychiatry; Anxiety; Pediatrics; Psychology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005277383,0.0006382088,0.002547174,0.0003705608,0.0001283979,0.00009053456,0.0002934685,0.0004886664,0.001247403],"category_scores_gemma":[0.0001809182,0.0004464045,0.0009304284,0.0007366599,0.0001032377,0.00005064502,0.0001119092,0.001004526,0.0099537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004359661,"about_ca_system_score_gemma":0.001382396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002601419,"about_ca_topic_score_gemma":0.00001458226,"domain_scores_codex":[0.9965148,0.0001962686,0.0007782743,0.0007724702,0.0009096445,0.0008285279],"domain_scores_gemma":[0.9974765,0.0004962272,0.0002304545,0.001045807,0.0001497096,0.0006013443],"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":[0.00002774902,0.0001717585,0.0001194559,0.05010146,0.001047493,0.001943673,0.00007335579,6.663581e-8,7.626667e-8,0.000319507,0.1088471,0.8373483],"study_design_scores_gemma":[0.0006742336,0.0003542005,0.00001666695,0.06199249,0.00130204,0.0001660901,0.00004395029,0.000002635247,2.526302e-7,0.0001238345,0.9350078,0.0003158223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003862878,0.9924349,0.00001196548,0.0004765337,0.0003929697,0.001924305,0.0002770555,0.0003384034,0.004139971],"genre_scores_gemma":[0.000002519296,0.9712461,0.0001711065,0.00001604399,0.0008082738,0.0004267677,0.0002495277,0.0002234839,0.02685614],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8370325,"threshold_uncertainty_score":0.9997988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030243237246356,"score_gpt":0.4105108478420637,"score_spread":0.307486524117428,"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."}}