{"id":"W4406235771","doi":"10.1016/j.endend.2013.12.011","title":"10.1016/j.endend.2013.12.011","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Medical emergency; Surgery; Computer science; Operations management; Engineering","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":[0.002592885,0.0007638966,0.0004209789,0.001585527,0.001086045,0.004068843,0.001184829,0.00518475,0.8420693],"category_scores_gemma":[0.006343777,0.0004105579,0.0005285093,0.0007833836,0.001194444,0.002988512,0.002402138,0.002163205,0.7380722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001668377,"about_ca_system_score_gemma":0.00319759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003355921,"about_ca_topic_score_gemma":0.005268906,"domain_scores_codex":[0.9988878,0.000208433,0.0001077282,0.0002018451,0.0003625473,0.0002314985],"domain_scores_gemma":[0.9958775,0.001017532,0.0004807232,0.0002064157,0.0008183551,0.001599577],"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":[0.0001196987,0.0002668102,0.006729091,0.0003823062,0.00002653291,0.0003209843,0.0002872339,0.0001526312,0.0001819594,0.006723429,0.3443332,0.6404762],"study_design_scores_gemma":[0.00005326041,0.00007852162,0.00521157,0.001995675,0.00002909404,0.00156372,0.0007670914,0.0002597516,0.000222781,0.006335851,0.9834543,0.00002837512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004467682,0.00826101,0.002907258,0.02806847,0.003056497,0.0001078159,0.001553206,0.001281695,0.9502963],"genre_scores_gemma":[0.02404581,0.004967786,0.005181992,0.006539872,0.0008406965,0.000142466,0.001633121,0.0003955216,0.9562527],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1579307,"threshold_uncertainty_score":0.225269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09130674472906845,"score_gpt":0.3613083018730425,"score_spread":0.2700015571439741,"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."}}