{"id":"W4234524460","doi":"10.15173/m.v1i28.2613","title":"Neuroabstracts","year":2021,"lang":"en","type":"article","venue":"The Meducator","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00009926649,0.00004049898,0.00007706279,0.000009665669,0.00003398913,0.000008647728,0.00007414095,0.0000331973,0.002289196],"category_scores_gemma":[0.0006002675,0.00002112125,0.00004477598,0.000166883,0.000107728,0.000008466386,0.00004535512,0.0002377391,0.0005019616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001349623,"about_ca_system_score_gemma":0.0003066176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005726988,"about_ca_topic_score_gemma":5.558359e-7,"domain_scores_codex":[0.9993825,0.00001865403,0.00007087894,0.0001004283,0.000261297,0.0001662212],"domain_scores_gemma":[0.9993665,0.0001147679,0.000008090593,0.0002315201,0.0000532698,0.0002258658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008163656,0.0007356006,0.001563964,0.0001313782,0.00006299574,0.0003532358,0.0003767493,1.972263e-8,0.7685431,0.001368218,0.1598653,0.06691775],"study_design_scores_gemma":[0.0003586401,0.00004244275,0.03684388,0.00003284133,0.00003130347,0.0002823313,0.0003117523,0.000005755064,0.4138903,0.0009095949,0.5472353,0.00005587106],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8802283,0.0005421716,0.000002429428,0.09632835,0.0001665823,0.00004702679,9.933872e-7,0.00001928308,0.02266488],"genre_scores_gemma":[0.9782116,0.00005878462,0.00009306629,0.004761634,0.000393325,0.000006905755,0.000006808198,0.000006666566,0.01646119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3873699,"threshold_uncertainty_score":0.9986228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03087994638399685,"score_gpt":0.3422497190440968,"score_spread":0.3113697726601,"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."}}