{"id":"W3138358240","doi":"10.1016/j.abdp.2019.09.004","title":"10.1016/j.abdp.2019.09.004","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Advanced Glycation End Products research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Skin Aging; Dermatology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005665983,0.001309728,0.0006067008,0.001668724,0.001147151,0.002000134,0.001259409,0.003336041,0.9472598],"category_scores_gemma":[0.001022919,0.000570973,0.0007041214,0.0008993358,0.0009645269,0.001832183,0.001287075,0.001454255,0.95057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007321202,"about_ca_system_score_gemma":0.0008497731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001901501,"about_ca_topic_score_gemma":0.001694194,"domain_scores_codex":[0.9997473,0.00001960338,0.00002036121,0.00007436061,0.00007007759,0.00006823615],"domain_scores_gemma":[0.9988856,0.0001860018,0.0000983174,0.00008830058,0.000212386,0.0005293828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003756459,0.0002530923,0.002447759,0.0004300932,0.00003473648,0.0005601711,0.00007401966,0.0003589686,0.002532546,0.004914551,0.2590041,0.7290144],"study_design_scores_gemma":[0.00007291582,0.0001516463,0.003453147,0.0004421999,0.00002966896,0.003576743,0.0001157383,0.0003007653,0.001053398,0.002706061,0.9880718,0.00002591235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002364831,0.003084123,0.002315203,0.002422619,0.00110752,0.00008558849,0.001852019,0.001323233,0.9854447],"genre_scores_gemma":[0.005409045,0.0009844521,0.001686216,0.0008971218,0.000286179,0.00004649808,0.001565077,0.0002049155,0.9889205],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05274016,"threshold_uncertainty_score":0.07522744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006542498164629417,"score_gpt":0.2320062143691817,"score_spread":0.2254637162045523,"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."}}