{"id":"W4281885950","doi":"10.3389/frwa.2022.891477","title":"Transcriptomic Adaptation of Legionella pneumophila to Transient Heat Shock","year":2022,"lang":"en","type":"article","venue":"Frontiers in Water","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Legionella pneumophila; Heat shock protein; Transcriptome; Heat shock; Microbiology; HSP60; Shock (circulatory); Adaptation (eye); Gene; Genetics; Cell biology; Bacteria; Hsp70; Gene expression; Medicine","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":[0.0001023535,0.0003269556,0.0004113723,0.0003226951,0.0002320096,0.0005287739,0.0001041587,0.0003721201,0.0008814797],"category_scores_gemma":[0.0002393302,0.0001574783,0.0003764681,0.0004687256,0.0002032715,0.000273918,0.0002999284,0.0004453587,0.0003179141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002296737,"about_ca_system_score_gemma":0.0001859678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005763524,"about_ca_topic_score_gemma":0.0006276856,"domain_scores_codex":[0.9998288,0.00001335348,0.000009019214,0.00006641798,0.00003685271,0.00004548211],"domain_scores_gemma":[0.9998287,0.00004550532,0.00004230122,0.00001575475,0.00003964055,0.00002801283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001216934,0.00001288118,0.001878757,0.00005058976,0.000007190587,0.00004803639,0.00004391531,0.00005848262,0.996901,0.00001556451,0.00005721903,0.0008046354],"study_design_scores_gemma":[0.00002465588,0.0009719043,0.5778723,0.00005560555,0.000107791,0.0005233373,0.0009004346,0.002598283,0.411494,0.0002646513,0.005139052,0.00004803241],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892631,0.00128705,0.001536956,0.0001483982,0.00004408976,0.00003110302,0.006721585,0.00007918324,0.0008885307],"genre_scores_gemma":[0.9828141,0.001189344,0.002230665,0.0003093554,0.00004603137,0.000139468,0.0105499,0.00004551917,0.002675557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008814797,"threshold_uncertainty_score":0.00294888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199467658572071,"score_gpt":0.2295986365168653,"score_spread":0.2176039599311446,"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."}}