{"id":"W4406509909","doi":"10.1016/j.ysur.2015.03.141","title":"10.1016/j.ysur.2015.03.141","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Socioeconomic status; Environmental health; Population","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":[0.0001000045,0.0001258387,0.0001922174,0.00009711943,0.00004330245,0.00002413651,0.0001035769,0.00004956204,0.9984881],"category_scores_gemma":[0.00003398077,0.0001138794,0.00007335029,0.0002082697,0.00002889417,0.00007591695,0.00002900921,0.00007902535,0.9978033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002727582,"about_ca_system_score_gemma":0.00001461786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002874799,"about_ca_topic_score_gemma":2.841601e-7,"domain_scores_codex":[0.9991674,0.00001525663,0.0001491229,0.0002178245,0.0002021084,0.000248333],"domain_scores_gemma":[0.9994043,0.00004022946,0.00001686613,0.0003216747,0.00002994096,0.000187043],"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":[0.0001014281,0.00009292158,0.000003984949,0.00001053038,0.00002667242,0.00001900125,0.00001159775,0.000005123905,0.00001048744,0.000001546482,0.5954817,0.404235],"study_design_scores_gemma":[0.0007410527,0.0002808525,0.00142838,0.00003792403,0.00009166833,0.000005173314,0.000002169838,0.00003984038,0.0000891875,0.000005092002,0.9971455,0.0001331906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00333058,0.00009970534,3.702395e-7,0.002353191,0.000001939641,0.0003002259,0.000005057856,0.0002006798,0.9937083],"genre_scores_gemma":[0.001631566,0.000001024662,0.0001415323,0.0002778111,0.0002090193,0.00002835921,0.00002853499,0.00002523447,0.9976569],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4041018,"threshold_uncertainty_score":0.4643866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009785255412842274,"score_gpt":0.2074403000040949,"score_spread":0.1976550445912526,"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."}}