{"id":"W4256488441","doi":"10.1016/s0039-6060(12)00512-0","title":"Contents","year":2012,"lang":"en","type":"paratext","venue":"Surgery","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Traditional 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":[0.0005614073,0.0003883298,0.0008432172,0.0004070647,0.00005380206,0.00004334651,0.0001868479,0.0004503155,0.05543575],"category_scores_gemma":[0.0001779383,0.0003732931,0.0004391735,0.0002415273,0.00008101991,0.0001414315,0.00008851149,0.0004203229,0.933074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000154958,"about_ca_system_score_gemma":0.0001722725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001099043,"about_ca_topic_score_gemma":0.000004046001,"domain_scores_codex":[0.9978629,0.0001809873,0.0004105757,0.000336134,0.0004342288,0.0007752114],"domain_scores_gemma":[0.998139,0.0005207708,0.00036977,0.0006229666,0.0001195765,0.0002279301],"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":[0.0000228853,0.00005545464,0.001890515,0.00007853772,0.000116407,0.00001145552,0.00001450568,3.23923e-7,0.0001919252,0.000005486437,0.9965245,0.001087978],"study_design_scores_gemma":[0.00005457258,0.000001342329,0.001300831,0.0001749683,0.00003965164,0.000009562092,0.000005212446,2.602886e-7,0.0002964526,0.000003854451,0.9976933,0.0004199867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005823352,0.02016105,0.000004815573,0.00003121499,0.03801254,0.0002653934,0.002074929,0.0001799158,0.9334468],"genre_scores_gemma":[0.07566535,0.0002820389,0.000007514577,0.0002181882,0.003153163,0.00006512782,0.003416611,0.0004288678,0.9167631],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8776382,"threshold_uncertainty_score":0.9998719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0936451508621821,"score_gpt":0.2967208352742364,"score_spread":0.2030756844120543,"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."}}