{"id":"W4400974201","doi":"10.15277/bjd.2024.454","title":"Abstracts from the 6th Joint Meeting of ABCD &amp; UKKA 2023","year":2024,"lang":"en","type":"article","venue":"British Journal of Diabetes","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Joint (building); Engineering; Architectural engineering","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":[],"category_scores_codex":[0.002692276,0.001492858,0.001417062,0.001637514,0.001000075,0.004120934,0.001434205,0.003922695,0.4847991],"category_scores_gemma":[0.007189304,0.000568158,0.0009387343,0.001017429,0.0005612366,0.001525879,0.002634552,0.002439225,0.318942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001506849,"about_ca_system_score_gemma":0.002404448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002797505,"about_ca_topic_score_gemma":0.005728521,"domain_scores_codex":[0.9975832,0.0005845545,0.0003743036,0.0002843156,0.0008442837,0.0003293771],"domain_scores_gemma":[0.994859,0.0004785146,0.0003825661,0.0002473479,0.002630823,0.001401714],"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":[0.0001795369,0.00003013479,0.0003850256,0.000284052,0.00001761012,0.0001790236,0.00001898389,0.00005133518,0.0002411125,0.0003851835,0.9113392,0.08688887],"study_design_scores_gemma":[0.00003738272,0.00003148757,0.000842961,0.0003236262,0.000009742774,0.0001805237,0.00003236072,0.00004877086,0.00009670307,0.0002877831,0.9981018,0.000006822926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004607822,0.08861694,0.004473879,0.1009181,0.2791697,0.001126123,0.01241292,0.001061578,0.507613],"genre_scores_gemma":[0.009761894,0.02169335,0.001765484,0.01107792,0.02498057,0.0004703855,0.005319614,0.0005383642,0.9243924],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4847991,"threshold_uncertainty_score":0.7348715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576784515117044,"score_gpt":0.2718972431062814,"score_spread":0.246129397955111,"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."}}