{"id":"W2897435863","doi":"10.1016/j.ijsu.2018.10.031","title":"The PROCESS 2018 statement: Updating Consensus Preferred Reporting Of CasE Series in Surgery (PROCESS) guidelines","year":2018,"lang":"en","type":"article","venue":"International Journal of Surgery","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":906,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Checklist; Delphi method; Medicine; Statement (logic); Delphi; Transparency (behavior); Process (computing); Medical education; Family medicine; Computer science; Psychology; Political science","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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1971878,0.0001963051,0.002245377,0.0008197331,0.0001326296,0.0004995629,0.0009263811,0.00004994264,0.0008179516],"category_scores_gemma":[0.3050602,0.00009155327,0.001126761,0.0008613594,0.0001876923,0.0005339302,0.00008134223,0.0001593794,0.00003214648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004784045,"about_ca_system_score_gemma":0.0005952151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003288226,"about_ca_topic_score_gemma":0.0001316133,"domain_scores_codex":[0.959465,0.00193769,0.03305472,0.0003296227,0.004992357,0.00022063],"domain_scores_gemma":[0.8930405,0.01720993,0.06642963,0.0008785802,0.02232374,0.0001176243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002789922,0.0001196602,0.7649038,0.0001110087,0.00108638,0.003228099,0.001636742,0.0005670321,0.0002139678,0.000156526,0.1730618,0.05463604],"study_design_scores_gemma":[0.00259633,0.0004314279,0.1283868,0.01314563,0.001480562,0.1980363,0.1778926,0.03417144,0.02303469,0.1271135,0.2905313,0.003179367],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924887,0.00076999,0.0005135681,0.003370313,0.002063443,0.0001223731,0.00001329809,0.000002192616,0.0006560574],"genre_scores_gemma":[0.997999,0.00009647818,0.0008577552,0.0001155799,0.0004869261,0.000005465953,0.000002227081,0.00001023026,0.0004263358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6365169,"threshold_uncertainty_score":0.8955996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7885644947664935,"score_gpt":0.5782930704812961,"score_spread":0.2102714242851974,"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."}}