{"id":"W4379057651","doi":"10.1016/j.cub.2023.05.025","title":"Evolutionary analysis of cellular reduction and anaerobicity in the hyper-prevalent gut microbe Blastocystis","year":2023,"lang":"en","type":"article","venue":"Current Biology","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Interreg; Natural Sciences and Engineering Research Council of Canada; Rijksuniversiteit Groningen; Dalhousie University; Ostravská Univerzita v Ostravě; Leverhulme Trust; Norges Forskningsråd; Oxford Brookes University; Gordon and Betty Moore Foundation","keywords":"Biology; Blastocystis; Genetics; Eukaryote; Evolutionary biology; Genome; Gene; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002445266,0.0002253332,0.0002735203,0.001225523,0.0005089274,0.0005971583,0.0002040832,0.0003804892,0.001036818],"category_scores_gemma":[0.0003532301,0.0001271002,0.0002063034,0.0009823598,0.0003062291,0.0003327261,0.0007083984,0.0003819482,0.0002935586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003203862,"about_ca_system_score_gemma":0.000234905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001412235,"about_ca_topic_score_gemma":0.00213578,"domain_scores_codex":[0.9997956,0.00003036858,0.00001283067,0.00007863291,0.00003781991,0.0000447743],"domain_scores_gemma":[0.9997731,0.00003352571,0.00006726518,0.0000205095,0.00004980931,0.00005588548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005980423,0.00005162332,0.1459677,0.0001666558,0.00009031405,0.0008469143,0.0008049531,0.000430107,0.8272713,0.0007413521,0.0001368108,0.02289414],"study_design_scores_gemma":[0.00000410931,0.0002097344,0.9751296,0.00002116461,0.00005172649,0.001152152,0.0006871442,0.001131898,0.01677831,0.0003036663,0.00451378,0.0000166556],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969245,0.0006539776,0.0006968151,0.0000457643,0.000003342255,0.000009345906,0.0004466188,0.00001229441,0.00120749],"genre_scores_gemma":[0.9958218,0.0008021379,0.001254451,0.00003991761,0.000006707513,0.0000134476,0.001015899,0.00001128971,0.001034213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001412235,"threshold_uncertainty_score":0.003468513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02495779040292993,"score_gpt":0.2964676621799994,"score_spread":0.2715098717770694,"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."}}