{"id":"W4406572822","doi":"10.1016/s1879-8551(19)86562-4","title":"10.1016/s1879-8551(19)86562-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","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":[0.0001061524,0.0001461166,0.0002195343,0.00008854141,0.00005956172,0.00002186992,0.0001064677,0.00006386449,0.9984252],"category_scores_gemma":[0.00003342828,0.0001258157,0.00008038282,0.000188128,0.00003047096,0.00004248837,0.00002803591,0.0001259083,0.9962395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004871217,"about_ca_system_score_gemma":0.00002132934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003507723,"about_ca_topic_score_gemma":2.331632e-7,"domain_scores_codex":[0.9990783,0.00001755773,0.0001692404,0.0002344986,0.0002329949,0.0002673847],"domain_scores_gemma":[0.999348,0.00002088818,0.00001818896,0.000328324,0.00002778293,0.0002567547],"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":[0.0001536764,0.00006888325,3.520232e-7,0.00001358715,0.00002685206,0.00003555158,0.00002101335,0.00001685383,0.00002509046,0.000001240638,0.4725012,0.5271357],"study_design_scores_gemma":[0.0006013384,0.0003045975,0.0004153247,0.00002663478,0.00006760775,0.00001361947,0.000002272436,0.00005270267,0.00006128973,0.000008735897,0.9983034,0.0001424651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004906444,0.0000825335,0.000004864498,0.002272023,0.000003941598,0.0003758213,0.000005907586,0.0001636477,0.9966006],"genre_scores_gemma":[0.0006919747,4.657861e-7,0.0002008514,0.0009243901,0.0002538328,0.00001953926,0.00002657667,0.00002500153,0.9978574],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5269933,"threshold_uncertainty_score":0.5130616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008645860707514393,"score_gpt":0.2004466325789015,"score_spread":0.1918007718713871,"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."}}