{"id":"W4311576339","doi":"10.1042/cs2022eccr001-mr","title":"Report on the 25th meeting of the ECCR 30th Sep-2nd October 2022","year":2022,"lang":"en","type":"article","venue":"Clinical Science","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Coronavirus disease 2019 (COVID-19); Library science; Political science; Medicine; Geography; Family medicine; Law; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006089214,0.00006164222,0.0001931311,0.00001982698,0.0005551322,0.00001221106,0.0004522003,0.00002087972,0.0002759431],"category_scores_gemma":[0.002548011,0.00003103272,0.0004597572,0.0006846795,0.0007622408,0.00002873313,0.0005722974,0.000414838,0.000006995514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003198066,"about_ca_system_score_gemma":0.0003402616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004032665,"about_ca_topic_score_gemma":0.000001744625,"domain_scores_codex":[0.997839,0.0002308437,0.000354462,0.0003416903,0.001050282,0.0001837638],"domain_scores_gemma":[0.9984159,0.0003036681,0.0001535244,0.0009455569,0.00005586945,0.0001254598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002065776,0.0009897294,0.9608427,0.00002411981,0.0002247931,0.0004383916,0.0001999404,0.000439653,0.005066982,0.006846758,0.01457667,0.01014367],"study_design_scores_gemma":[0.0004384141,0.0001819292,0.9598333,0.00004791143,0.0002125643,0.0001727692,0.0001653495,0.0006186932,0.001950189,0.0002637519,0.03602863,0.00008650297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806933,0.0001954261,0.000006707055,0.003864598,0.0005755484,0.0002526481,0.000004852785,0.00001357404,0.01439333],"genre_scores_gemma":[0.9960052,0.00001256746,0.00002781085,0.002479929,0.0001566727,0.00001017896,0.000001039413,0.000004397712,0.001302228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02145195,"threshold_uncertainty_score":0.4269685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04548820120758384,"score_gpt":0.360080352825146,"score_spread":0.3145921516175622,"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."}}