{"id":"W6931354719","doi":"10.5281/zenodo.8124835","title":"Metaclisis USNMENT01197956","year":2023,"lang":"war","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003942438,0.001331986,0.0006994442,0.00205128,0.003340542,0.003595182,0.001309061,0.001820612,0.8771108],"category_scores_gemma":[0.0007968639,0.0004678877,0.0005625082,0.002114176,0.0005820933,0.0010676,0.002430026,0.001679166,0.6861286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004955939,"about_ca_system_score_gemma":0.005166018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2149128,"about_ca_topic_score_gemma":0.4063434,"domain_scores_codex":[0.9994677,0.00002729431,0.000018197,0.0001065646,0.0002266796,0.0001535266],"domain_scores_gemma":[0.9994703,0.0000366381,0.00003454356,0.00004265613,0.0002072125,0.0002086251],"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":[0.0002714831,0.0001118094,0.0004702906,0.0001802082,0.00001289405,0.0002017974,0.00006645649,0.0001068714,0.0008606768,0.004284075,0.835726,0.1577074],"study_design_scores_gemma":[0.00002457981,0.00002407012,0.00108953,0.00009545262,0.000004046761,0.00008825467,0.0000571683,0.00009311013,0.0003300543,0.0003757876,0.9978102,0.000007784313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004628338,0.0008256923,0.000158361,0.0006351366,0.0002456013,0.00004771499,0.003308467,0.0008169877,0.9934992],"genre_scores_gemma":[0.001545996,0.0003612202,0.0001587766,0.0001347443,0.00002458326,0.00002049605,0.001328904,0.0002113843,0.9962139],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2149128,"threshold_uncertainty_score":0.4273237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04090059787705207,"score_gpt":0.2876835626599385,"score_spread":0.2467829647828864,"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."}}