{"id":"W2899954852","doi":"10.1093/geroni/igy023.3113","title":"DETERMINATION OF BIOLOGICAL AGE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Bacillus and Francisella bacterial research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Biological age; Biological data; Biological sex; Biological network; Biology; Computer science; Psychology; Computational biology; Bioinformatics; Evolutionary biology; Developmental psychology","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":[0.002756703,0.0008034448,0.0007360026,0.001747197,0.000935655,0.003707975,0.001140458,0.00267669,0.008199152],"category_scores_gemma":[0.006978904,0.0003016482,0.0006436684,0.001033139,0.004263568,0.005552105,0.002146964,0.002954447,0.003526004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001998635,"about_ca_system_score_gemma":0.001117884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001251254,"about_ca_topic_score_gemma":0.0007149902,"domain_scores_codex":[0.9986019,0.0003504698,0.00008864958,0.0005339693,0.0003490222,0.00007599613],"domain_scores_gemma":[0.9984087,0.0007205487,0.0001959459,0.00023658,0.0003315095,0.000106793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001019022,0.00002769408,0.002796944,0.0007569174,0.00004276269,0.0001990116,0.001445898,0.002188121,0.014066,0.715754,0.0346944,0.2279263],"study_design_scores_gemma":[0.000008725409,0.0001198072,0.004661238,0.0004907545,0.00004135141,0.0008009552,0.0009033318,0.003621769,0.01086571,0.4214341,0.5569246,0.0001276516],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03501258,0.1741702,0.5083969,0.07680549,0.02133492,0.0002388628,0.001687763,0.0008778157,0.1814755],"genre_scores_gemma":[0.4865949,0.1643147,0.1765848,0.01652609,0.009865426,0.0005902628,0.001355911,0.0004718933,0.143696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008199152,"threshold_uncertainty_score":0.02742893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04088265505973689,"score_gpt":0.3302841716322494,"score_spread":0.2894015165725126,"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."}}