{"id":"W4241162461","doi":"10.1373/clinchem.2013.209387","title":"Commentary","year":2013,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Juvenile Diabetes Research Foundation","funders":"","keywords":"Medicine; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003056016,0.0001113856,0.0001907017,0.000003964987,0.00003713301,0.00002867088,0.0002964555,0.0001503563,0.009649365],"category_scores_gemma":[0.0003951541,0.0001031086,0.0001440402,0.00007268019,0.000238389,0.00008319169,0.0001361755,0.0003802962,0.03015462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003295673,"about_ca_system_score_gemma":0.00001757221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001569151,"about_ca_topic_score_gemma":2.608011e-7,"domain_scores_codex":[0.9988482,0.00003578329,0.0004637903,0.0002710095,0.0001429671,0.000238236],"domain_scores_gemma":[0.998762,0.0003283822,0.0000904414,0.0004958799,0.00005555967,0.0002676988],"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":[0.00000664848,0.0001953832,0.1243272,0.00001359052,0.00002157339,0.000003798129,0.000002956467,1.515673e-7,0.01022223,0.000002370161,0.8635507,0.001653385],"study_design_scores_gemma":[0.002714648,0.00005641559,0.07788368,0.0000552736,0.00006274683,0.00002136366,0.0001369935,0.0004108989,0.1130676,0.002513191,0.802361,0.0007162376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545922,0.00004386692,0.000002272748,0.005514886,0.0001093556,0.00008918737,0.00001424948,0.0002037115,0.03943032],"genre_scores_gemma":[0.9887699,0.000005667971,0.0004204753,0.007225114,0.0007337627,0.00002944427,0.00006117456,0.00004237212,0.002712088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1028454,"threshold_uncertainty_score":0.9912559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05652420307972392,"score_gpt":0.3827630497762607,"score_spread":0.3262388466965368,"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."}}