{"id":"W7086778398","doi":"10.5281/zenodo.17308174","title":"Class4Currents","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000962037,0.00112187,0.0007944851,0.001972558,0.001308684,0.003623309,0.001324077,0.002409403,0.8302509],"category_scores_gemma":[0.005836064,0.0003952325,0.001167805,0.001727634,0.0006011723,0.001525279,0.002001116,0.002295973,0.7592117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216209,"about_ca_system_score_gemma":0.003121167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001615198,"about_ca_topic_score_gemma":0.003995423,"domain_scores_codex":[0.9991689,0.0001034661,0.00005950784,0.0001561627,0.0003144181,0.0001974816],"domain_scores_gemma":[0.9962627,0.0004174652,0.0002904579,0.0005326748,0.0007863154,0.001710313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008132689,0.00005089185,0.0002854539,0.0001977768,0.00000751991,0.00004934757,0.00001308626,0.00004621496,0.0002003328,0.002712234,0.8953726,0.1009833],"study_design_scores_gemma":[0.00002775966,0.00001891087,0.0002806995,0.0001090351,0.000004610199,0.00006766496,0.000007105425,0.00004003213,0.00006147682,0.001487869,0.9978914,0.00000341205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000625635,0.002190619,0.001282163,0.004932828,0.01377578,0.0002861788,0.009604985,0.001390541,0.9659114],"genre_scores_gemma":[0.002056229,0.001029197,0.0005273723,0.0025806,0.00372208,0.0001475241,0.005207475,0.0005833995,0.9841462],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8302509,"threshold_uncertainty_score":0.2421265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07405157000122024,"score_gpt":0.2655590945762396,"score_spread":0.1915075245750193,"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."}}