{"id":"W2808677508","doi":"10.3390/brainsci8060110","title":"Chaperonology: The Third Eye on Brain Gliomas","year":2018,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Heat shock proteins research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Natural history; Radiation therapy; Regimen; Glioma; Quality of life (healthcare); Disease; Temozolomide; Oncology; Intensive care medicine; Bioinformatics; Internal medicine; Cancer research; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00168194,0.0005423261,0.001139745,0.001093531,0.0004336439,0.001632816,0.0006026022,0.001954215,0.004544308],"category_scores_gemma":[0.002009607,0.0001794961,0.0005470135,0.0008133081,0.001393053,0.002931214,0.001043778,0.00360395,0.001839967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007071044,"about_ca_system_score_gemma":0.00107255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009965412,"about_ca_topic_score_gemma":0.00287948,"domain_scores_codex":[0.9996575,0.0001065985,0.00004271037,0.00004811564,0.0000968369,0.00004825506],"domain_scores_gemma":[0.998508,0.0008679717,0.0001057708,0.00008720193,0.0002892002,0.000141644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004568762,0.0000548281,0.0008815326,0.003934758,0.0000979802,0.0004676133,0.0001693149,0.0001540764,0.002655897,0.02101185,0.1878963,0.782219],"study_design_scores_gemma":[0.00008997496,0.0003288441,0.00172643,0.003279647,0.0001028034,0.001146252,0.0002881707,0.0001576821,0.0008007971,0.01837088,0.9736709,0.00003764221],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001282544,0.9485948,0.000468865,0.04042183,0.006054715,0.000005742583,0.00008006516,0.00006001134,0.003031392],"genre_scores_gemma":[0.01001286,0.9454682,0.0007253238,0.02550446,0.01441755,0.00001720594,0.00008452285,0.00004431484,0.003725543],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004544308,"threshold_uncertainty_score":0.01520228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03188601087620414,"score_gpt":0.3504906480808014,"score_spread":0.3186046372045973,"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."}}