{"id":"W1930219876","doi":"10.1001/jama.2015.9526","title":"Lifestyles and Cognitive Health","year":2015,"lang":"en","type":"letter","venue":"JAMA","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Family medicine; Otorhinolaryngology; Psychiatry","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":[0.0005530561,0.0002449812,0.0002539326,0.0007894333,0.001387265,0.001544922,0.0002631788,0.001893399,0.01415672],"category_scores_gemma":[0.0048515,0.0001217157,0.0003877377,0.0006339593,0.0007813817,0.001031845,0.0008155808,0.003128329,0.001806469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048518,"about_ca_system_score_gemma":0.001100652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01470078,"about_ca_topic_score_gemma":0.02122932,"domain_scores_codex":[0.9995334,0.0001607686,0.00004554532,0.00004266265,0.0001307213,0.00008693284],"domain_scores_gemma":[0.9990482,0.0003619869,0.0001243063,0.00004272523,0.0001326201,0.0002900443],"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":[0.0002396685,0.0006801534,0.1686264,0.0004330886,0.0001702976,0.003764473,0.002816144,0.0001148818,0.0004370837,0.01576831,0.5244973,0.2824522],"study_design_scores_gemma":[0.0001511353,0.0003917773,0.4497288,0.003326968,0.0001798595,0.01051184,0.003867942,0.0004339674,0.0002305846,0.0400312,0.4910532,0.00009284274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04189378,0.03217225,0.0001992714,0.8255668,0.006384664,0.00003630538,0.0005697548,0.0000728221,0.09310438],"genre_scores_gemma":[0.6126474,0.06774311,0.001019907,0.2417084,0.0160838,0.0001631139,0.0005084231,0.0000533879,0.06007258],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01470078,"threshold_uncertainty_score":0.04735899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091514505979778,"score_gpt":0.3080144254570101,"score_spread":0.2770992803972123,"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."}}