{"id":"W4241185439","doi":"10.4155/tde.14.45","title":"Industry Update","year":2014,"lang":"en","type":"article","venue":"Therapeutic Delivery","topic":"Anesthesia and Neurotoxicity Research","field":"Neuroscience","cited_by":1,"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":[0.0002172009,0.0001153301,0.0001218284,0.00007313451,0.0001451394,0.00005321526,0.000384075,0.0001954941,0.000469424],"category_scores_gemma":[0.00006893727,0.00009823828,0.00005212731,0.0002118204,0.0001501722,0.000125107,0.00005851107,0.0006635332,0.001659738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001334118,"about_ca_system_score_gemma":0.00002826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004715831,"about_ca_topic_score_gemma":2.978475e-7,"domain_scores_codex":[0.9986357,0.0002927803,0.0001204241,0.0002966342,0.0003151698,0.0003392874],"domain_scores_gemma":[0.9992601,0.0002567836,0.00003350798,0.0003255955,0.00001863327,0.0001054212],"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":[0.0001220008,0.0001382583,0.004495158,0.00001341818,0.000006796673,0.00005287382,0.0001003447,0.00001959574,0.8941975,0.02220576,0.0007234423,0.07792487],"study_design_scores_gemma":[0.0005878129,0.0002413106,0.007051717,0.00001433942,0.00001230666,0.000133712,0.00002740621,0.00274996,0.8386859,0.005434591,0.1447392,0.0003218368],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876853,0.00002769416,0.0001844613,0.001361647,0.00007642845,0.0001451863,0.000001104859,0.0001322234,0.01038592],"genre_scores_gemma":[0.9826657,0.00006337995,0.00002190234,0.01540308,0.0000888173,0.00001272588,3.912852e-7,0.00002100269,0.001723016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1440157,"threshold_uncertainty_score":0.9991176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05680599136124333,"score_gpt":0.2971528013746227,"score_spread":0.2403468100133794,"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."}}