{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000767329,0.0003770697,0.0004859375,0.0001227414,0.002120507,0.0001791753,0.0004230809,0.000873765,0.0007559541],"category_scores_gemma":[0.0004410867,0.0001788011,0.0004806951,0.0003513639,0.0007483604,0.00003323924,0.000275362,0.003381694,0.00003496014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000799728,"about_ca_system_score_gemma":0.0001767824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003208255,"about_ca_topic_score_gemma":0.0001547631,"domain_scores_codex":[0.9974349,0.0001768766,0.0004680291,0.0006292554,0.0005382428,0.0007527595],"domain_scores_gemma":[0.9964502,0.00257999,0.0001614874,0.0006168066,0.00008455352,0.0001069912],"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":[0.001116328,0.0001018044,0.001192941,0.00007101493,0.0006337377,0.00001325433,0.00020552,0.00001685523,0.0001646554,0.00005081051,0.8867388,0.1096943],"study_design_scores_gemma":[0.004567257,0.0004719596,0.004608384,0.00006021969,0.000198082,0.00001380929,0.0003512555,0.0008991819,0.000008457218,0.0001519274,0.9884042,0.0002653133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01683345,0.02589487,0.00001966795,0.9506951,0.0008457092,0.003600544,0.0003234797,0.0001035725,0.001683611],"genre_scores_gemma":[0.2308424,0.2481324,0.0001303968,0.4575744,0.003042164,0.003290955,0.002611295,0.0004824885,0.05389348],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4931207,"threshold_uncertainty_score":0.9991786,"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."}}