{"id":"W4233394906","doi":"10.3410/f.10463956.11300054","title":"Faculty Opinions recommendation of Exercise, brain, and cognition across the life span.","year":2011,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Life span; Cognition; Psychology; Span (engineering); Cognitive psychology; Applied psychology; Gerontology; Medicine; Neuroscience; Engineering","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001550303,0.0004980855,0.0006582824,0.00025894,0.0007649571,0.0002680308,0.001486003,0.000440908,0.0004591025],"category_scores_gemma":[0.02579274,0.0002941718,0.0003790042,0.002623334,0.00119675,0.0005994932,0.0005573043,0.00105636,0.00008497231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004137797,"about_ca_system_score_gemma":0.0005089738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003669315,"about_ca_topic_score_gemma":0.000004899716,"domain_scores_codex":[0.9951091,0.0007947209,0.00130118,0.0009539242,0.001421963,0.0004190879],"domain_scores_gemma":[0.9922469,0.0004791987,0.001748841,0.001171994,0.00399472,0.0003583101],"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":[0.00002270669,0.0003583766,0.000003756515,0.001914106,0.00001769239,1.308666e-7,0.0002870166,2.142783e-8,0.00002956706,0.0002771746,0.9942996,0.002789874],"study_design_scores_gemma":[0.0004892636,0.000123517,0.002476706,0.004765762,0.0001512065,0.00004871006,0.0001365734,0.000006621561,0.0003387698,0.00008149509,0.991087,0.0002944419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000004392192,0.0003687061,0.00003445091,0.1742996,0.001862842,0.001546626,0.8217224,0.0000395049,0.0001214811],"genre_scores_gemma":[0.0001479416,0.0009140487,0.00004448705,0.02320783,0.0002289303,0.0003685626,0.9736353,0.00002469192,0.001428278],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1519128,"threshold_uncertainty_score":0.9999511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06405594474735586,"score_gpt":0.3689094658449469,"score_spread":0.3048535210975911,"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."}}