{"id":"W4411657769","doi":"10.51847/cpemzpq","title":"10.51847/CPEmZpq","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Biochemical Acid Research Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oxidative stress; Homocysteine; Zinc; Chemistry; Nephrotic syndrome; Copper; Medicine; Internal medicine; Biochemistry","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":["insufficient_payload"],"category_scores_codex":[0.00007880704,0.0001093181,0.00009847705,0.00001958303,0.00005707031,0.00001548268,0.0002037527,0.00008225575,0.8752608],"category_scores_gemma":[0.00008160036,0.00009616481,0.00005653153,0.00009060078,0.00007083909,0.000001256534,0.0001344199,0.00006290559,0.8263893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000855476,"about_ca_system_score_gemma":0.00001871864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005031786,"about_ca_topic_score_gemma":1.037174e-7,"domain_scores_codex":[0.9992145,0.00002355053,0.00009598281,0.0002608528,0.0001289991,0.000276151],"domain_scores_gemma":[0.9995314,0.000007618706,0.000009865754,0.0002669959,0.00005030042,0.000133849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001991256,0.00005295632,8.681478e-7,0.000006532393,0.00004529284,0.0000025868,0.000002834654,0.000007460593,0.2800882,3.103123e-7,0.1618148,0.557779],"study_design_scores_gemma":[0.0001490086,0.0002594024,0.00003538846,0.000004109259,0.000004307745,0.000003630566,4.504361e-7,0.00000674079,0.06657199,0.000001302695,0.9328395,0.0001242106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02163603,0.0003961105,0.000001595696,0.0005535367,0.000001544607,0.0001458713,0.00002034808,0.00002723597,0.9772177],"genre_scores_gemma":[0.00521751,0.000006857684,0.0001546403,0.0001265845,0.0001885388,0.00002666192,0.000045672,0.00001552184,0.994218],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7710246,"threshold_uncertainty_score":0.3921487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005587316192368562,"score_gpt":0.2111716559447578,"score_spread":0.2055843397523892,"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."}}