{"id":"W6902042902","doi":"10.6084/m9.figshare.13552008","title":"Additional file 2 of Expanding enhanced recovery protocols for cardiac surgery to include the patient voice: a scoping review protocol","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"","keywords":"Protocol (science); Cardiac surgery; MEDLINE; Patient data","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001546974,0.0002072947,0.0007442326,0.00008139484,0.0001107477,0.0000283154,0.0001039251,0.00008853427,0.901963],"category_scores_gemma":[0.02669619,0.0001617396,0.0005457734,0.0004866609,0.000008248767,0.0001510151,0.0001769277,0.0001597289,0.0004555971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000110939,"about_ca_system_score_gemma":0.001350211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.672994e-7,"about_ca_topic_score_gemma":0.000003457254,"domain_scores_codex":[0.9980195,0.0001389575,0.0006886602,0.0004023705,0.0004206467,0.0003298814],"domain_scores_gemma":[0.991294,0.006993322,0.0003977014,0.0005279648,0.0006565072,0.0001305419],"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":[0.0001190043,0.00006744175,0.000001683258,0.02836191,0.00004776058,0.00001036659,0.00002908231,0.000001659986,0.0003869513,5.253704e-8,0.9586737,0.01230038],"study_design_scores_gemma":[0.00008135041,0.00009000467,0.00007690735,0.3993202,0.00001026288,0.000007737294,0.00001046822,0.000001106567,0.03797011,0.000003433478,0.5623034,0.0001250831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.00000325004,0.00008873571,0.000005465092,0.00009257437,0.0000348459,0.2921012,0.7069487,0.00003290983,0.0006923433],"genre_scores_gemma":[0.000003045103,0.000002747297,0.0006815591,0.001055728,0.0001696485,0.6215904,0.3760956,0.0000259951,0.0003752803],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.9015074,"threshold_uncertainty_score":0.9815024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05347848573979704,"score_gpt":0.3596378040039645,"score_spread":0.3061593182641675,"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."}}