{"id":"W4406636940","doi":"10.1016/b978-0-7295-4301-9.00026-1","title":"10.1016/b978-0-7295-4301-9.00026-1","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Neurological and metabolic disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000974592,0.0005011268,0.0008667963,0.0002120014,0.00005810798,0.00002122319,0.0002410834,0.0004338648,0.9989786],"category_scores_gemma":[0.00004578345,0.0004088317,0.0003363785,0.00005879802,0.0001223364,0.00003256727,0.000100244,0.0005957709,0.9963871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000246136,"about_ca_system_score_gemma":0.00008158417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008004946,"about_ca_topic_score_gemma":1.244832e-7,"domain_scores_codex":[0.9980963,0.00001757276,0.0003952102,0.0006191139,0.0004349618,0.0004367701],"domain_scores_gemma":[0.9987048,0.00005476777,0.00009419808,0.0006099296,0.00007261411,0.0004636757],"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":[0.0003902524,0.00007059796,1.462988e-8,0.00002824478,0.0000908318,0.0001268143,0.000004233031,0.000001547845,0.00002083439,0.0001406001,0.2598785,0.7392475],"study_design_scores_gemma":[0.0006895356,0.0007489452,0.000007895173,0.00009873036,0.0003097217,0.0000652272,1.760806e-7,0.000002547445,0.000008951381,0.0005251338,0.9971362,0.0004069243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004778211,0.0007841177,2.171343e-7,0.00106338,0.00000740346,0.000660714,0.00006692098,0.0002596915,0.9971528],"genre_scores_gemma":[0.000002415987,0.000008570848,0.00004280611,0.00126224,0.0005412476,0.00002529264,0.0001279124,0.0001178939,0.9978716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7388406,"threshold_uncertainty_score":0.9998363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01117719716361661,"score_gpt":0.1885277301946653,"score_spread":0.1773505330310487,"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."}}