{"id":"W4246230121","doi":"10.3410/f.718476424.793528975","title":"Faculty Opinions recommendation of Escherichia coli ST131, an intriguing clonal group.","year":2017,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Escherichia coli; Group (periodic table); Microbiology; Computational biology; Genetics; Chemistry; Biology; Gene; Organic chemistry","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":[0.001242409,0.001724559,0.00134997,0.002742675,0.0007551595,0.002513372,0.002243393,0.002188083,0.04550542],"category_scores_gemma":[0.006923704,0.0005504712,0.001053728,0.004712369,0.000353187,0.001410396,0.001669629,0.00176258,0.05274229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327655,"about_ca_system_score_gemma":0.003604658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02775846,"about_ca_topic_score_gemma":0.06795576,"domain_scores_codex":[0.9985909,0.000197631,0.000137978,0.000400376,0.0004924674,0.0001806832],"domain_scores_gemma":[0.9967868,0.0008099692,0.0003965055,0.0007078034,0.0007737578,0.0005250871],"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":[0.0001117911,0.00002659238,0.002270879,0.0004427599,0.00003834601,0.00003163545,0.0000145236,0.00020938,0.0002317165,0.000367649,0.9934057,0.002849052],"study_design_scores_gemma":[0.0002597417,0.0000211112,0.007588687,0.0002221163,0.00005837573,0.00009557513,0.00004725094,0.0006072765,0.0006732305,0.001011456,0.989391,0.00002416011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003626958,0.0001226866,0.00008417693,0.0001513788,0.00004081321,0.000008138437,0.9977782,0.00041102,0.001040782],"genre_scores_gemma":[0.0007298084,0.00007946648,0.0002227192,0.00008658783,0.000009426986,0.00001835915,0.997923,0.00006513703,0.0008655121],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04550542,"threshold_uncertainty_score":0.1522307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03836400191938731,"score_gpt":0.3797301982682924,"score_spread":0.341366196348905,"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."}}