{"id":"W1480687135","doi":"10.1016/s0000-0000(09)53456-0","title":"10.1016/s0000-0000(09)53456-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001123312,0.000166766,0.0002477482,0.0001106302,0.00006244329,0.0000270599,0.0001244252,0.0000724881,0.9988277],"category_scores_gemma":[0.00002424654,0.0001444822,0.00009003071,0.0002351939,0.00003353032,0.00005148518,0.00003053714,0.0001430117,0.9972874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004811853,"about_ca_system_score_gemma":0.00001994129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003192321,"about_ca_topic_score_gemma":2.555877e-7,"domain_scores_codex":[0.9989597,0.00001944625,0.0001920306,0.0002620642,0.0002645778,0.0003021678],"domain_scores_gemma":[0.9993233,0.00002179178,0.00002039736,0.0003712216,0.00003375536,0.0002295171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001798972,0.00008202586,4.384626e-7,0.00001364343,0.00003182618,0.00003326374,0.00002007717,0.00001690517,0.00003016066,0.000001369565,0.360759,0.6388313],"study_design_scores_gemma":[0.0006508194,0.0003662925,0.0004807873,0.00003554012,0.00007784817,0.00001322532,0.000002162695,0.00005789525,0.0001052902,0.000009660506,0.9980372,0.0001632403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006192478,0.00007986223,0.000003298485,0.002010321,0.000002789341,0.0004128744,0.000007557599,0.0001822428,0.9966818],"genre_scores_gemma":[0.0005598516,5.829813e-7,0.0001839682,0.0005307708,0.0002928888,0.00002241958,0.00003107419,0.00003015282,0.9983483],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6386681,"threshold_uncertainty_score":0.5891813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007543439784240429,"score_gpt":0.1944246171781941,"score_spread":0.1868811773939536,"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."}}