{"id":"W4406510974","doi":"10.1016/j.ysur.2016.04.052","title":"10.1016/j.ysur.2016.04.052","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency surgery; Medical emergency; Emergency medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000941147,0.001118492,0.0006014692,0.002187486,0.0008368172,0.004776199,0.0007947744,0.004043184,0.854638],"category_scores_gemma":[0.00235892,0.0003690898,0.0005295945,0.001635058,0.001169679,0.003505578,0.001213704,0.001266576,0.8169903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000984814,"about_ca_system_score_gemma":0.001466025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004114982,"about_ca_topic_score_gemma":0.002867754,"domain_scores_codex":[0.9997041,0.00003280934,0.00002851882,0.00009233139,0.00007916465,0.00006315621],"domain_scores_gemma":[0.9990508,0.0002605954,0.0002084294,0.00008133595,0.0001832687,0.0002155919],"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":[0.000227189,0.0001947936,0.009506904,0.0005424661,0.00006797871,0.0003178317,0.0001924241,0.00148235,0.0004938563,0.02876133,0.3485858,0.6096271],"study_design_scores_gemma":[0.00009750601,0.0001147698,0.009175422,0.001703177,0.0001053921,0.001641742,0.0008492565,0.004612758,0.0007422619,0.04496456,0.9359177,0.00007545042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008587393,0.01537801,0.0109283,0.01364756,0.00257267,0.00007283255,0.007613304,0.003310304,0.9378896],"genre_scores_gemma":[0.04474045,0.006381821,0.00363183,0.001538544,0.0007693652,0.00007765938,0.003776748,0.0005215555,0.938562],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.145362,"threshold_uncertainty_score":0.2073412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02302000483910673,"score_gpt":0.1997504149379252,"score_spread":0.1767304100988184,"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."}}