{"id":"W4213082503","doi":"10.1016/s0039-6060(11)00170-x","title":"Contents","year":2011,"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":[0.000393448,0.0003933005,0.0008645754,0.0004671796,0.00004897949,0.00003520634,0.0002429152,0.0004483166,0.07348604],"category_scores_gemma":[0.0001754267,0.000380205,0.0004598596,0.0002299338,0.0001019694,0.00008865335,0.00009126429,0.0004068383,0.9214381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001019247,"about_ca_system_score_gemma":0.0002379417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003391496,"about_ca_topic_score_gemma":0.00001086895,"domain_scores_codex":[0.9980476,0.0001590171,0.000435231,0.0004572176,0.000339018,0.0005618519],"domain_scores_gemma":[0.9982812,0.0003169508,0.0003935052,0.0006958985,0.0001525964,0.0001598962],"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":[0.00004247849,0.00004938393,0.0006452337,0.0000666281,0.0001297125,0.00004446217,0.00002269663,1.227714e-7,0.00009578739,0.000009908902,0.9981602,0.0007333505],"study_design_scores_gemma":[0.00006092687,0.000003251048,0.0007577924,0.0002334462,0.00003170423,0.000008728239,0.00000531225,2.412003e-7,0.0005033538,0.00002271799,0.9979385,0.0004340897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003263464,0.004736757,0.000004142657,0.000008920661,0.01902351,0.0002035704,0.001370965,0.0001513254,0.9712374],"genre_scores_gemma":[0.02326364,0.000363859,0.00001019633,0.0001998584,0.001019035,0.00006453109,0.002073184,0.0004180387,0.9725876],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8479521,"threshold_uncertainty_score":0.999865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213145925858005,"score_gpt":0.2824299703454833,"score_spread":0.1611153777596828,"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."}}