{"id":"W4406666013","doi":"10.1016/b978-0-323-06519-1.00138-4","title":"10.1016/b978-0-323-06519-1.00138-4","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Case Reports on Hematomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science","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":[0.0002079924,0.0006873435,0.001241215,0.0004912938,0.00006890581,0.0000391964,0.0001808097,0.0006349537,0.9990984],"category_scores_gemma":[0.00007428105,0.0006719955,0.0004901116,0.00008066004,0.0001032277,0.00005786351,0.0001306525,0.0006676024,0.9974539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002650933,"about_ca_system_score_gemma":0.0003357013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002199183,"about_ca_topic_score_gemma":4.20055e-7,"domain_scores_codex":[0.9970273,0.00001245527,0.0008081323,0.0008072868,0.0008420963,0.0005026634],"domain_scores_gemma":[0.9973821,0.00008555374,0.0002632334,0.001413601,0.0002005062,0.0006549954],"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":[0.0002993962,0.00007495978,3.233465e-8,0.000152583,0.0003079183,0.004560342,0.0000105456,0.000001302247,0.00002232625,0.00008178386,0.5020376,0.4924512],"study_design_scores_gemma":[0.0005320046,0.0003398567,0.000001762323,0.0007931668,0.000584031,0.004142282,2.776471e-7,0.000009118867,0.0000516783,0.0001780202,0.9927369,0.0006308771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000319533,0.0008795213,3.943933e-7,0.0003412309,0.000006500993,0.001066313,0.00008610078,0.0004430932,0.9971737],"genre_scores_gemma":[0.00000215533,0.000002876316,0.0001232582,0.0001416319,0.0008555063,0.00003659046,0.0003285921,0.0003056933,0.9982037],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4918203,"threshold_uncertainty_score":0.9995731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192676475037284,"score_gpt":0.2053613005193199,"score_spread":0.1934345357689471,"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."}}