{"id":"W4406643224","doi":"10.1016/b978-2-294-76306-9.50167-8","title":"10.1016/b978-2-294-76306-9.50167-8","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Die (integrated circuit); Engineering; Mechanical engineering","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":[0.0002163217,0.0007054759,0.001181333,0.0004553804,0.00009447544,0.00004358495,0.0002457841,0.0006471419,0.9974166],"category_scores_gemma":[0.00004283294,0.0006713567,0.0005133396,0.00008438645,0.0001048128,0.00006480237,0.00009243361,0.0007545705,0.9984427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001258616,"about_ca_system_score_gemma":0.0002716855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000103981,"about_ca_topic_score_gemma":2.403264e-7,"domain_scores_codex":[0.9974661,0.00002555326,0.0006118438,0.000730427,0.0005873484,0.000578699],"domain_scores_gemma":[0.9979414,0.0001473239,0.0001571946,0.0009998621,0.0001242335,0.0006300266],"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":[0.000472102,0.00004471186,3.143466e-8,0.00003020251,0.0001531349,0.0002998144,0.00001457362,0.000001925084,0.00006320101,0.00003702215,0.7186174,0.2802658],"study_design_scores_gemma":[0.0006290429,0.0004149655,0.000005606408,0.0003359702,0.0002746753,0.0002165247,4.316639e-7,0.000005215897,0.00003737205,0.0000930772,0.997293,0.0006941482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004071449,0.002319346,4.492328e-7,0.0003980085,0.00001405841,0.0006450234,0.0001811896,0.0003326084,0.9961053],"genre_scores_gemma":[0.000004144112,0.000008105661,0.00005855086,0.0003264341,0.001803587,0.00002636724,0.0004518598,0.0002440416,0.9970769],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2795717,"threshold_uncertainty_score":0.9995738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177069372457118,"score_gpt":0.1936968472090048,"score_spread":0.1819261534844337,"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."}}