{"id":"W2807625946","doi":"10.1001/jamainternmed.2018.2012","title":"Multifactorial Brugada Phenocopy","year":2018,"lang":"en","type":"letter","venue":"JAMA Internal Medicine","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Psychiatry","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":[0.0002547408,0.000628318,0.001509802,0.0003178551,0.00008545264,0.00002129752,0.0003173746,0.00159904,0.004756916],"category_scores_gemma":[0.00101322,0.0004401635,0.0004453199,0.0001756985,0.000716145,0.00008108757,0.0001195009,0.004845854,0.001192898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002524967,"about_ca_system_score_gemma":0.0001849058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005234971,"about_ca_topic_score_gemma":0.000006074686,"domain_scores_codex":[0.9968286,0.0001494563,0.0006880196,0.0007766704,0.0008262715,0.000730948],"domain_scores_gemma":[0.9977506,0.000480445,0.0003507934,0.0008103133,0.0003953987,0.0002124375],"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":[0.00111871,0.00002344314,0.0001071767,0.0002174778,0.0006089709,0.009337579,0.000174656,1.184959e-7,0.002323717,0.000006507265,0.9819308,0.00415086],"study_design_scores_gemma":[0.004364314,0.002561331,0.0007141178,0.0018452,0.0005599132,0.002613058,0.00001558955,0.00001874632,0.001091424,0.0002003082,0.985648,0.000368029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0172688,0.0008928147,0.0001629097,0.9202861,0.01915128,0.0007190601,0.00004543698,0.0002191673,0.04125439],"genre_scores_gemma":[0.01004592,0.0001406857,0.0001545198,0.6620415,0.2971516,0.0000369483,0.0005681342,0.0001085299,0.02975207],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2780004,"threshold_uncertainty_score":0.999805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01456855301838204,"score_gpt":0.2844744761940073,"score_spread":0.2699059231756252,"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."}}