{"id":"W2914313519","doi":"10.1007/s12192-019-00979-z","title":"Small heat shock proteins: multifaceted proteins with important implications for life","year":2019,"lang":"en","type":"article","venue":"Cell Stress and Chaperones","topic":"Heat shock proteins research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; University of Toronto","funders":"National Eye Institute; Vlaamse regering; Fonds Wetenschappelijk Onderzoek","keywords":"Chaperone (clinical); Biology; Proteome; Heat shock protein; Downregulation and upregulation; Disease; Cell biology; Longevity; Function (biology); Computational biology; Bioinformatics; Genetics; Gene; Medicine","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":[0.0002962312,0.0005907608,0.0006180589,0.0004262906,0.0004592945,0.0007299199,0.0002816898,0.0005358903,0.000562337],"category_scores_gemma":[0.0002740873,0.0001382728,0.0002530183,0.0007428048,0.0006499391,0.001048498,0.0005490899,0.0006584539,0.0003106265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004179145,"about_ca_system_score_gemma":0.0003109204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000234268,"about_ca_topic_score_gemma":0.0003817862,"domain_scores_codex":[0.9999051,0.00001605391,0.0000051189,0.00002516815,0.00003125412,0.00001726561],"domain_scores_gemma":[0.9997794,0.00005299427,0.0000521566,0.00001819265,0.00002848517,0.00006871768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000442021,0.00008248339,0.003080252,0.0005714779,0.00005700993,0.0004460075,0.0001315308,0.001213807,0.9120717,0.009335587,0.001803267,0.07076497],"study_design_scores_gemma":[0.00007958403,0.001730621,0.1023226,0.000268321,0.000436714,0.004880796,0.001137144,0.01049362,0.6592642,0.05690674,0.1623163,0.0001634523],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6456293,0.2940148,0.0452647,0.005491505,0.0009604003,0.00009016108,0.001159535,0.0006891156,0.006700465],"genre_scores_gemma":[0.8856131,0.08833149,0.01819974,0.000775821,0.0006873963,0.00007470534,0.001501423,0.00004775191,0.004768531],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0007299199,"threshold_uncertainty_score":0.003032207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977860285858105,"score_gpt":0.2546529135787038,"score_spread":0.2348743107201228,"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."}}