{"id":"W4399092927","doi":"10.4103/ijcr.ijcr_3_24","title":"The Checklist Protocol","year":2024,"lang":"nl","type":"article","venue":"IJVES Case Reports","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Checklist; Protocol (science); Computer science; Psychology; Medicine; Cognitive psychology; Pathology; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02670997,0.001591149,0.002428584,0.003146094,0.004361782,0.005023425,0.003617177,0.004135237,0.480974],"category_scores_gemma":[0.07780431,0.001266392,0.00231886,0.001993377,0.001305765,0.003971708,0.003422699,0.00453578,0.1310993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004633466,"about_ca_system_score_gemma":0.02793883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005074923,"about_ca_topic_score_gemma":0.009653796,"domain_scores_codex":[0.987678,0.006268977,0.002390188,0.001165589,0.001649148,0.0008480899],"domain_scores_gemma":[0.9564444,0.01167468,0.001956381,0.006447779,0.02071242,0.002764246],"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":[0.004771307,0.00107641,0.001367503,0.01154484,0.0001010498,0.0004538503,0.001938402,0.0004046111,0.0003647485,0.01630138,0.7565926,0.2050833],"study_design_scores_gemma":[0.003491101,0.0009943831,0.002220735,0.01424669,0.0001264032,0.0003361809,0.002158807,0.0004589968,0.0005428353,0.01674097,0.9585581,0.0001249481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.006623614,0.004362497,0.0409115,0.01359835,0.008341542,0.6433504,0.1226033,0.003517582,0.1566913],"genre_scores_gemma":[0.008062602,0.001970947,0.03581312,0.007146098,0.0004908945,0.8846887,0.01533602,0.0004352262,0.04605646],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.480974,"threshold_uncertainty_score":0.7403277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1608243806625207,"score_gpt":0.5205133284553809,"score_spread":0.3596889477928601,"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."}}