{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001760927,0.0002544264,0.0006841073,0.00008557095,0.00004535014,0.00004091695,0.00006456059,0.000470775,0.00003889851],"category_scores_gemma":[0.0003053905,0.000214629,0.00008093362,0.0000845808,0.0001407686,0.00008194502,0.0001171603,0.001828682,0.0002295645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009432549,"about_ca_system_score_gemma":0.0002832941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001994863,"about_ca_topic_score_gemma":0.00001396065,"domain_scores_codex":[0.9985102,0.0001219957,0.0001720024,0.0003946925,0.0004534755,0.0003476176],"domain_scores_gemma":[0.9989044,0.0002805427,0.0001440891,0.0002281581,0.000212853,0.0002299509],"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":[0.00002240881,0.0004856708,0.005741697,0.0005923289,0.0001025199,0.0003169841,0.0001249741,3.749213e-9,0.000001395446,0.00001726505,0.9817879,0.01080691],"study_design_scores_gemma":[0.001916077,0.0008054462,0.1408842,0.0007809097,0.0002176719,0.0001028543,0.00003924348,0.000007178807,0.00003109329,0.001017058,0.8539286,0.0002696895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05416386,0.000845655,0.000003507195,0.9360773,0.0002143387,0.0005174327,0.0001686865,0.0000983832,0.007910841],"genre_scores_gemma":[0.1663553,0.00006092048,0.00006472743,0.8172426,0.01127138,0.00001924771,0.0004614722,0.00006042204,0.004463931],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1351425,"threshold_uncertainty_score":0.8752318,"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."}}