{"id":"W4206176436","doi":"10.3917/puf.fryd.2013.01.0005","title":"Ruptures","year":2013,"lang":"en","type":"book-chapter","venue":"Presses Universitaires de France eBooks","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Society of Obstetricians and Gynaecologists of Canada","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":[],"category_scores_codex":[0.00005759805,0.0003668232,0.0005416175,0.0002107211,0.0001204631,0.00003671453,0.0002103825,0.0004643003,0.001632258],"category_scores_gemma":[0.00002244563,0.0003629045,0.0003049097,0.00001012327,0.0001969596,0.00006433761,0.0001073844,0.0005745732,0.0003247291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001034869,"about_ca_system_score_gemma":0.0002526062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008833141,"about_ca_topic_score_gemma":0.000006706244,"domain_scores_codex":[0.9987459,0.00001292716,0.0001953458,0.0003954932,0.0002892994,0.0003610009],"domain_scores_gemma":[0.9988043,0.0001083378,0.0001425557,0.0005454719,0.0001568329,0.0002424859],"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":[0.0003340875,0.00005185186,0.001199674,0.001103033,0.001307769,0.002772026,0.0004416367,0.0000142101,0.0006417484,0.1409533,0.5228742,0.3283065],"study_design_scores_gemma":[0.0005231077,0.00006688065,0.0003341943,0.0009309468,0.0003100742,0.00004125516,0.00001732237,0.00002679404,0.000303314,0.008020412,0.9890493,0.0003764602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007203497,0.005332888,0.00009846505,0.0007178418,0.0002950967,0.0003419655,0.00002102029,0.0002708676,0.9922015],"genre_scores_gemma":[0.07301817,0.0002943738,0.0003107334,0.0004782224,0.0008018887,0.000005227006,0.00002797046,0.00008264602,0.9249808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4661751,"threshold_uncertainty_score":0.9998823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009612022533475822,"score_gpt":0.1974557473614495,"score_spread":0.1878437248279737,"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."}}