{"id":"W4249491108","doi":"10.1007/978-3-662-53338-3_66","title":"Sectio caesarea","year":2020,"lang":"de","type":"book-chapter","venue":"","topic":"Medical and Health Sciences Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Gynecology","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":[0.0006464412,0.0003912165,0.000868243,0.0002087176,0.0002573402,0.00004451696,0.0004164713,0.0006254627,0.1626708],"category_scores_gemma":[0.0003924646,0.0002711295,0.000236744,0.0001508733,0.0006330078,0.00004437836,0.000263602,0.002169991,0.0633122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001448134,"about_ca_system_score_gemma":0.001492435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004001144,"about_ca_topic_score_gemma":0.00005797198,"domain_scores_codex":[0.9953192,0.00003394997,0.000714729,0.0008947786,0.002250361,0.0007869049],"domain_scores_gemma":[0.996029,0.0002423934,0.0001279526,0.0004686076,0.0002453546,0.002886747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000480042,0.000136087,0.001396307,0.004385998,0.0004706947,0.002595545,0.0006341678,7.123734e-7,0.00006897184,0.4993296,0.2947866,0.1957153],"study_design_scores_gemma":[0.0006465436,0.001109475,0.0001620469,0.0005149524,0.0001237097,0.0000239418,0.00006065245,0.001229149,0.00002271563,0.002146729,0.9936933,0.0002667801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001919697,0.007157482,0.0002781067,0.04549101,0.001772238,0.0007971009,0.00002915924,0.00009370952,0.944362],"genre_scores_gemma":[0.004581848,0.0148164,0.0003157567,0.01890381,0.006704316,0.00001559849,0.0001077867,0.00005562567,0.9544989],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6989067,"threshold_uncertainty_score":0.9999741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1316113781782547,"score_gpt":0.3754171351853681,"score_spread":0.2438057570071134,"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."}}