{"id":"W2037959286","doi":"10.4161/auto.18935","title":"A novel method for autophagy detection in primary cells","year":2012,"lang":"en","type":"article","venue":"Autophagy","topic":"Autophagy in Disease and Therapy","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council; Parkinson's UK; National Institute for Health and Care Research; Natural Sciences and Engineering Research Council of Canada; Wellcome Trust","keywords":"Autophagy; Biology; Cell biology; Neurodegeneration; Primary cell; Organelle; Cell culture; Programmed cell death; Biochemistry; Apoptosis; Genetics; Pathology; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00206473,0.001839471,0.001197443,0.003488969,0.00122229,0.0012651,0.001845995,0.002110602,0.007157378],"category_scores_gemma":[0.001833689,0.001173267,0.001158028,0.001514233,0.0008690337,0.001325808,0.001178484,0.003818061,0.007547069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007309208,"about_ca_system_score_gemma":0.001172224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005658967,"about_ca_topic_score_gemma":0.001524222,"domain_scores_codex":[0.9972703,0.0004977226,0.0002491002,0.0009363823,0.00085715,0.0001893548],"domain_scores_gemma":[0.997655,0.0009376843,0.0002040519,0.0003399817,0.0006957998,0.0001673896],"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":[0.0000534833,0.00005967244,0.0001551183,0.0002177253,0.0000159658,0.00009039326,0.00006175876,0.00006892178,0.9797753,0.0007775935,0.001315133,0.01740884],"study_design_scores_gemma":[0.00004380867,0.0002180638,0.001339645,0.00006203814,0.00006496534,0.001258256,0.00004611198,0.004096932,0.9588555,0.001033135,0.03292216,0.0000594763],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01118305,0.002472668,0.9768414,0.0004353152,0.0005166287,0.0005276849,0.0007300406,0.003881639,0.003411581],"genre_scores_gemma":[0.03010494,0.002498657,0.9544243,0.0004977619,0.0001770588,0.002997102,0.001472346,0.0005533237,0.007274475],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007157378,"threshold_uncertainty_score":0.02394384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032755978924013,"score_gpt":0.3161299810193007,"score_spread":0.2958024212300606,"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."}}