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University of Manitoba; CancerCare Manitoba; Lunenfeld-Tanenbaum Research Institute; McGill University; Université du Québec à Trois-Rivières; McGill University Health Centre; St. Boniface Hospital; Université de Montréal; Centre for Addiction and Mental Health; Institut National de la Recherche Scientifique; University of Victoria; Hospital for Sick Children; Western University; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Dental and Craniofacial Research; National Institute of Environmental Health Sciences; Francis Crick Institute; National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Diabetes and Digestive and Kidney Diseases; Cancer Research UK; Wellcome Trust; Biotechnology and Biological Sciences Research Council; National Institute on Alcohol Abuse and Alcoholism; National Eye Institute; National Institute on Aging; LEO Fondet; National Institute of Allergy and Infectious Diseases; Agence Nationale de la Recherche; Lundbeckfonden; Novo Nordisk Fonden; Rosetrees Trust; Medical Research Council; Kennedy Trust for Rheumatology Research; Psoriasis Association; National Cancer Institute; National Institute of Neurological Disorders and Stroke; British Heart Foundation; European Hematology Association; U.S. Department of Veterans Affairs","keywords":"Autophagy; Biology; Interpretation (philosophy); Computational biology; Biochemistry; Computer science; Apoptosis; Programming language","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":[0.01382852,0.003044032,0.00297544,0.01038421,0.001400638,0.002720662,0.006686796,0.00619821,0.03748188],"category_scores_gemma":[0.02502077,0.003181319,0.002720915,0.004236177,0.001982,0.001778171,0.002533403,0.005617772,0.0528365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369083,"about_ca_system_score_gemma":0.005779375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004118215,"about_ca_topic_score_gemma":0.008599727,"domain_scores_codex":[0.985454,0.005062849,0.003586807,0.0006192171,0.004727619,0.0005495811],"domain_scores_gemma":[0.9706185,0.01078187,0.002828081,0.002876611,0.01209768,0.0007972009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005624602,0.00036271,0.001474511,0.005399128,0.0001228204,0.0009457836,0.0003383451,0.0007953116,0.02441951,0.004726808,0.7051937,0.2556589],"study_design_scores_gemma":[0.0001163333,0.0003094948,0.004829474,0.002963422,0.0001351811,0.003148361,0.0001732006,0.0008435421,0.01286805,0.005089903,0.969385,0.0001379377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006912753,0.2801831,0.4139026,0.05044971,0.04443742,0.008695437,0.06591094,0.0250544,0.1044535],"genre_scores_gemma":[0.01311509,0.1355862,0.5980109,0.025515,0.007019789,0.01723232,0.0812038,0.005014603,0.1173023],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03748188,"threshold_uncertainty_score":0.1253893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08836721107916955,"score_gpt":0.3621959124670255,"score_spread":0.273828701387856,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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