{"id":"W4317206777","doi":"10.1177/15357597221147121","title":"Communication Breakdown? The Perils and Opportunities of ASM Self-Discontinuation","year":2023,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Discontinuation; MEDLINE; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.001376055,0.0009243606,0.001438025,0.0007157093,0.0005490512,0.0001651263,0.0008673861,0.000738188,0.0003400065],"category_scores_gemma":[0.0004167185,0.0006768074,0.0005285804,0.0005460317,0.0007814468,0.0003160347,0.0006125168,0.003531406,0.0003140736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002745051,"about_ca_system_score_gemma":0.0005098489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000191638,"about_ca_topic_score_gemma":0.00001652539,"domain_scores_codex":[0.9934716,0.001105122,0.001403647,0.0010005,0.001937412,0.001081778],"domain_scores_gemma":[0.9949561,0.0009863959,0.0008906478,0.002214301,0.0006507867,0.0003017399],"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":[0.0001353293,0.0009858409,0.03601756,0.001447213,0.001102269,0.0001256992,0.001398442,7.56188e-7,0.00001688025,0.0001269363,0.919,0.03964305],"study_design_scores_gemma":[0.004424398,0.001151604,0.05421064,0.00342377,0.001588633,0.0001386778,0.000696689,0.0004860698,0.0001337258,0.0004959884,0.9323174,0.000932448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1813288,0.032925,0.00006579102,0.7548842,0.00548475,0.01033602,0.003379783,0.001381494,0.01021415],"genre_scores_gemma":[0.5913407,0.1967385,0.001218201,0.1092961,0.009529688,0.004861448,0.05519464,0.001470334,0.03035033],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6455881,"threshold_uncertainty_score":0.9995683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07856363890849717,"score_gpt":0.335996224514409,"score_spread":0.2574325856059119,"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."}}