{"id":"W4399324173","doi":"10.26443/mjm.v21i1.1140","title":"Healthy Brains Healthy Lives 2024 Symposium","year":2024,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00272592,0.001088418,0.0003576074,0.001005425,0.00247447,0.003898406,0.000965537,0.005766052,0.09080526],"category_scores_gemma":[0.0025392,0.0003724269,0.0007036951,0.0002776858,0.0009303782,0.001350753,0.003594,0.004519318,0.01941284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00368026,"about_ca_system_score_gemma":0.01187696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02898687,"about_ca_topic_score_gemma":0.1275642,"domain_scores_codex":[0.9991302,0.0001595497,0.00002164437,0.00008821311,0.0002900711,0.0003104255],"domain_scores_gemma":[0.9962913,0.000159141,0.0000465906,0.00006998915,0.0009142189,0.002518841],"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":[0.00002964432,0.00001171909,0.00008781044,0.00002846761,0.000003346149,0.00003669785,0.00002914876,0.000008715355,0.0001220367,0.00127024,0.9833714,0.01500086],"study_design_scores_gemma":[0.00001253351,0.00002025605,0.00100998,0.0001014167,0.00000709051,0.00004818986,0.0001059021,0.00001490306,0.00009309129,0.001036832,0.9975418,0.000008031215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002994281,0.05135759,0.0008497934,0.5127683,0.2357525,0.0001307924,0.001862559,0.0003137266,0.1939705],"genre_scores_gemma":[0.02491761,0.02378493,0.001587495,0.076024,0.068337,0.0002225155,0.001212034,0.0002269899,0.8036874],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09080526,"threshold_uncertainty_score":0.3037739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02586262305278039,"score_gpt":0.3080343741759595,"score_spread":0.2821717511231792,"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."}}