{"id":"W4404961851","doi":"10.61373/bm024k.0121","title":"Etienne Sibille: Investigating the cellular and molecular bases of depression and aging for innovative therapeutics","year":2024,"lang":"en","type":"article","venue":"Brain medicine :","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Passion; Brain research; Addiction; Psychology; Mental health; Psychoanalysis; Neuroscience; Psychiatry; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004972226,0.0009290897,0.0009795948,0.001148984,0.001777984,0.004399073,0.001159478,0.003784891,0.004653086],"category_scores_gemma":[0.005772713,0.0002652525,0.0005517956,0.0006205448,0.003033452,0.004861642,0.001658286,0.009112449,0.001706189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002514973,"about_ca_system_score_gemma":0.003584496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00390805,"about_ca_topic_score_gemma":0.008077049,"domain_scores_codex":[0.9984798,0.0004378508,0.00006390171,0.0002362246,0.00063046,0.0001516937],"domain_scores_gemma":[0.9962246,0.001097225,0.0001422987,0.0001027095,0.001123536,0.001309527],"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":[0.0001574913,0.0000747418,0.0009374798,0.0003992992,0.00002845251,0.0004165661,0.0006890428,0.00006592023,0.002443216,0.02353812,0.874449,0.09680069],"study_design_scores_gemma":[0.00003809689,0.0001141125,0.001024609,0.0004753187,0.00002062938,0.0008717044,0.0007951368,0.0001741493,0.001810936,0.02089448,0.9737388,0.00004202641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00211011,0.2772302,0.002379334,0.6473347,0.06160027,0.00003723922,0.0001089076,0.0001729295,0.009026292],"genre_scores_gemma":[0.04872548,0.2946236,0.007346274,0.434065,0.0851764,0.0001275328,0.0002025233,0.0002882538,0.129445],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004972226,"threshold_uncertainty_score":0.0262959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023749010255706,"score_gpt":0.2943124259549971,"score_spread":0.2705634156992911,"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."}}