{"id":"W3191347203","doi":"","title":"All in the family: A comparative look at coronaviruses.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Animal Virus Infections Studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Virology; Biology; Coronavirus; Genome; Genetics; Coronavirus disease 2019 (COVID-19); Mutation; Computational biology; RNA; Disease; Medicine; Gene; Infectious disease (medical specialty)","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":[],"consensus_categories":[],"category_scores_codex":[0.0001540022,0.00006965939,0.0001034564,0.000003502444,0.0001490697,0.00002905484,0.0001157373,0.00002767387,0.00008065873],"category_scores_gemma":[0.00003477178,0.00002086008,0.00004517895,0.0002468356,0.00006781576,0.00004307363,0.0001064449,0.00007749648,0.00008340614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004926674,"about_ca_system_score_gemma":0.000002292536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004247394,"about_ca_topic_score_gemma":0.01217682,"domain_scores_codex":[0.9993148,0.0001025505,0.00009757881,0.0001575741,0.0001115136,0.0002159352],"domain_scores_gemma":[0.9996715,0.0002116616,0.00002655064,0.00003520287,0.00002955162,0.0000255406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001070042,0.0007871466,0.7429467,0.000007170482,0.0001362404,0.0001134976,0.002686427,0.00001244726,0.01909018,0.003305769,0.06553026,0.1652771],"study_design_scores_gemma":[0.00005006307,0.00001119959,0.8162106,8.76527e-7,0.000004594876,0.000005205817,0.000930123,0.000001257153,0.0003537803,0.0001082343,0.1822714,0.00005267542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706857,0.000745074,1.991497e-7,0.001413604,0.00006122958,0.0002272256,0.00001401855,0.0000234064,0.02682961],"genre_scores_gemma":[0.9964381,0.00007770397,0.000004895924,0.002208813,0.0000752187,0.0005350902,0.000009560848,2.495712e-7,0.000650375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1652244,"threshold_uncertainty_score":0.6794952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.215069200714251,"score_gpt":0.2867166506200758,"score_spread":0.07164744990582483,"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."}}