{"id":"W4205675324","doi":"10.17504/protocols.io.b3ekqjcw","title":"[RETRACTED] Summary of Nuubu Detox Patch Review 2022 v1","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Brain Tumor Detection and Classification","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Psychology","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":[0.0006040381,0.0002358883,0.0004238194,0.0001420649,0.0001384894,0.00003189787,0.0007519571,0.0001834513,0.01864887],"category_scores_gemma":[0.0006176495,0.000230526,0.0002623518,0.0005401268,0.00009092416,0.0000723207,0.0007790004,0.001469418,0.0001066807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001321079,"about_ca_system_score_gemma":0.0001676131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000831649,"about_ca_topic_score_gemma":0.00001438713,"domain_scores_codex":[0.997148,0.0005047118,0.0006423928,0.0007887336,0.0007089995,0.0002071574],"domain_scores_gemma":[0.9980156,0.0002156773,0.0005717815,0.001041911,0.00006745334,0.00008760027],"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":[0.000110693,0.001174836,0.0007602086,0.01325231,0.00005480701,0.00009285692,0.0002806899,0.00004765451,0.3998659,0.01401612,0.3839338,0.1864102],"study_design_scores_gemma":[0.0003044273,0.0001371143,0.003720919,0.001299669,0.0001179489,0.00007807814,0.0001407969,0.001013238,0.1350967,0.002450962,0.8547801,0.000860118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06748497,0.02791015,0.002174569,0.01976746,0.01413023,0.006588139,0.001142876,0.001946412,0.8588552],"genre_scores_gemma":[0.7336701,0.1536922,0.0005171333,0.02307685,0.0003670128,0.001046688,0.0003666743,0.0001930923,0.0870702],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.771785,"threshold_uncertainty_score":0.9822482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06112558069354786,"score_gpt":0.3097653788444668,"score_spread":0.2486397981509189,"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."}}