{"id":"W4240190868","doi":"10.1097/aln.0000000000001492","title":"Announcements","year":2017,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Anesthesia and Neurotoxicity Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001444552,0.00009823183,0.0001436529,0.00004463527,0.0007905044,0.00008503767,0.0009004945,0.00007377495,0.0001834868],"category_scores_gemma":[0.0008087591,0.00008041765,0.00004534383,0.00003073003,0.0004503069,0.0001694836,0.0001176693,0.0001359427,0.001356762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000824454,"about_ca_system_score_gemma":0.0000292962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002603423,"about_ca_topic_score_gemma":0.000001820092,"domain_scores_codex":[0.9988797,0.0001418398,0.0001083267,0.0003504537,0.0001640464,0.0003556528],"domain_scores_gemma":[0.9989288,0.0001547247,0.00008575567,0.000732567,0.00001689617,0.00008118641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001151284,0.0001155642,0.215423,0.00000856233,0.000002261818,0.001282516,0.00008666256,0.000001128452,0.7602275,0.01358042,0.001763912,0.007393297],"study_design_scores_gemma":[0.0005332073,0.0005657285,0.4201322,0.000008668938,0.00000397295,0.0005927049,0.00001354725,0.00008357076,0.4225353,0.004957427,0.1503213,0.0002523209],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843336,0.000008787313,0.000004501709,0.0009116799,0.00007048709,0.0001605414,0.000001176578,0.00005181719,0.0144574],"genre_scores_gemma":[0.9949022,0.00005894215,0.00002134597,0.002601333,0.00006768402,0.00002700645,6.655929e-7,0.00001186429,0.002308958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3376922,"threshold_uncertainty_score":0.9994208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1220078458106439,"score_gpt":0.3632168483962097,"score_spread":0.2412090025855658,"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."}}