{"id":"W6907998267","doi":"10.25446/oxford.24771849","title":"31844: Covid Cohort","year":2023,"lang":"en","type":"other","venue":"University of Oxford","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nephew and niece; Coronavirus disease 2019 (COVID-19); Cohort; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.000118949,0.0001940789,0.0003760557,0.0005648686,0.0000531577,0.000004142095,0.00049364,0.0002910549,0.01280703],"category_scores_gemma":[0.00003126479,0.000259092,0.0001575747,0.0003289842,0.0002474258,0.00004115394,0.0001873139,0.0001599394,0.008975049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002077109,"about_ca_system_score_gemma":0.0001343045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004093532,"about_ca_topic_score_gemma":0.008229977,"domain_scores_codex":[0.9990391,0.00003648048,0.00007379762,0.0003150044,0.0003113605,0.0002243129],"domain_scores_gemma":[0.9991035,0.00003582734,0.0002416031,0.0004586218,0.00003691202,0.0001235608],"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":[0.00002996193,0.0000270967,0.00848798,0.0000565491,0.0002734376,0.0001210472,0.00008367812,0.000003873863,0.000009591482,0.0004723304,0.9901881,0.0002463824],"study_design_scores_gemma":[0.0004585707,0.0000245119,0.002478737,0.0001072046,0.0001618643,0.000001620622,0.0002284393,0.000009011917,0.000003099042,0.00002178558,0.9962693,0.0002358826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001858143,0.00005244126,0.0001010501,0.00004158711,0.0002129616,0.0002934767,0.001072382,0.001717228,0.996323],"genre_scores_gemma":[0.0002571656,0.0003585201,0.0004963283,0.00001418259,0.00005900117,6.798322e-8,0.0001044911,0.001104999,0.9976053],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.006081202,"threshold_uncertainty_score":0.9999861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468873461239771,"score_gpt":0.213816306170245,"score_spread":0.1991275715578473,"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."}}