{"id":"W4248463818","doi":"10.1016/s1931-5244(12)00270-8","title":"Contents","year":2012,"lang":"en","type":"paratext","venue":"Translational research","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002703605,0.0003232651,0.0004002357,0.0009929943,0.0002435076,0.0001064296,0.0007294853,0.0005792908,0.2211426],"category_scores_gemma":[0.0001221553,0.0003153108,0.000204525,0.0008696397,0.0004807919,0.0002539021,0.00005469083,0.002295271,0.9340619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002319662,"about_ca_system_score_gemma":0.0005269198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001762158,"about_ca_topic_score_gemma":0.00003371912,"domain_scores_codex":[0.9925008,0.000878942,0.0004385825,0.0005487719,0.004268702,0.001364209],"domain_scores_gemma":[0.9966427,0.001090234,0.00007289939,0.0005277888,0.001253715,0.0004126809],"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":[0.0002050121,0.0001564801,0.00013826,0.0001091674,0.000123523,0.000002440823,0.0001811388,0.00003441246,0.001402732,0.002666951,0.994125,0.0008548505],"study_design_scores_gemma":[0.0006445299,0.00003136323,0.001931342,0.0001122561,0.00001583201,0.000004523625,0.00001387013,0.00005235294,0.0002662865,0.0004511572,0.9961778,0.0002987131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004331587,0.01225134,0.00009908596,0.0006376117,0.0009997471,0.0009952935,0.00195751,0.0001210458,0.9825052],"genre_scores_gemma":[0.1472193,0.0001566649,0.000233303,0.00003127214,0.002260392,0.0002354762,0.003872321,0.0008762433,0.845115],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7129193,"threshold_uncertainty_score":0.9999299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4515004118150985,"score_gpt":0.5145325407283127,"score_spread":0.06303212891321414,"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."}}