{"id":"W1030025749","doi":"10.1016/s0186-159x(08)55030-3","title":"10.1016/s0186-159x(08)55030-3","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","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":[0.0001098826,0.0005048636,0.0008390213,0.0002602648,0.00008286157,0.00002995587,0.0002094289,0.0004544372,0.9988618],"category_scores_gemma":[0.00003058261,0.0004563945,0.0003097427,0.00004368942,0.0001544296,0.0000604661,0.00007118584,0.0005317178,0.9978513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009810337,"about_ca_system_score_gemma":0.0001365216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000862761,"about_ca_topic_score_gemma":1.525272e-7,"domain_scores_codex":[0.9982383,0.00001142869,0.0004383875,0.0004942636,0.0004441018,0.0003735442],"domain_scores_gemma":[0.9986968,0.00006076704,0.0001079785,0.0006560203,0.0001111125,0.0003673126],"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":[0.0007480366,0.00003097706,9.728462e-9,0.00005886779,0.0001347641,0.0001119931,0.00001723186,4.01456e-7,0.00001291212,0.0001137048,0.6076185,0.3911526],"study_design_scores_gemma":[0.0005184325,0.001008615,0.000002769644,0.0005302056,0.0003913171,0.0001150658,8.608988e-7,0.000003425083,0.00007108314,0.0002983477,0.9965951,0.0004647718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002766812,0.0006012663,4.638793e-7,0.0005111116,0.000005414241,0.0005754292,0.00008355839,0.0001926415,0.9980273],"genre_scores_gemma":[0.000002885974,0.000007027621,0.0001614013,0.0002200266,0.001053929,0.00001837706,0.0001579981,0.0001578189,0.9982206],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3906878,"threshold_uncertainty_score":0.9997888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233667587629967,"score_gpt":0.2038246442492692,"score_spread":0.1914879683729696,"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."}}