{"id":"W4306709142","doi":"10.1016/j.msard.2022.104256","title":"The biological rabbit hole: Only for the blind","year":2022,"lang":"en","type":"letter","venue":"Multiple Sclerosis and Related Disorders","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Rabbit (cipher); Medicine; Multiple sclerosis; Immunology; Statistics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002336858,0.001033664,0.001290425,0.0007368557,0.008596797,0.00514571,0.001530934,0.07085203,0.01102767],"category_scores_gemma":[0.0186713,0.0008664255,0.001264484,0.0004815483,0.003980867,0.00660736,0.002210957,0.06013174,0.006297614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003788635,"about_ca_system_score_gemma":0.004104751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006714862,"about_ca_topic_score_gemma":0.01246113,"domain_scores_codex":[0.9977874,0.0007708034,0.0001990884,0.0002879947,0.0005457855,0.0004088263],"domain_scores_gemma":[0.9960531,0.00164259,0.0002313345,0.0002037933,0.0005916625,0.001277511],"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":[0.00009866124,0.000080641,0.000793907,0.00004894278,0.00002780178,0.009098241,0.0003482185,0.00004795634,0.0002671983,0.00569178,0.9778114,0.005685246],"study_design_scores_gemma":[0.0001976445,0.0001140642,0.00120102,0.0003044937,0.00004164181,0.008093277,0.001806872,0.0003590521,0.0001877154,0.01981929,0.9678044,0.00007060054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004972678,0.001313035,0.00006927539,0.9720895,0.02110492,0.00001058586,0.00001713321,0.00001562999,0.004882749],"genre_scores_gemma":[0.00607528,0.001154548,0.0002240908,0.9327912,0.03911981,0.00004159265,0.00001289552,0.00002537668,0.02055526],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07085203,"threshold_uncertainty_score":0.03689122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0712973415011136,"score_gpt":0.2913875243716569,"score_spread":0.2200901828705433,"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."}}