{"id":"W3183589636","doi":"10.1093/neuros/nyab268","title":"Study Protocol on Defining Core Outcomes and Data Elements in Chronic Subdural Haematoma","year":2021,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"National Institute for Health and Care Research","keywords":"Medicine; Comparability; Delphi method; Protocol (science); Delphi; Family medicine; Alternative medicine; Pathology; Statistics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001759039,0.0001530291,0.000345044,0.00008599705,0.00007975961,0.00004261962,0.0001268744,0.00003277805,0.00006154102],"category_scores_gemma":[0.0003689167,0.0001266744,0.00004068993,0.0002725452,0.00003125585,0.00007731259,0.0002851735,0.0002567956,0.00002422692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003362456,"about_ca_system_score_gemma":0.0001810026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007435462,"about_ca_topic_score_gemma":0.00003379106,"domain_scores_codex":[0.9984089,0.00006358654,0.0004210022,0.0005892641,0.0002711861,0.0002460188],"domain_scores_gemma":[0.9986781,0.0002437502,0.00008215598,0.0008527971,0.00003617919,0.0001069473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001127683,0.0008790475,0.9927076,0.0001145466,0.00001585733,0.001717402,0.00002729695,0.00000332446,0.0009232713,0.0002249191,0.001495474,0.001778535],"study_design_scores_gemma":[0.002117391,0.0003516489,0.9897292,0.0001005904,0.00002396826,0.0002901162,0.00005567409,0.000453072,0.0002618852,0.00005064064,0.006432751,0.0001330488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796132,0.00002027084,0.000001146423,0.001043318,0.00007721672,0.01855116,0.00001647159,0.00005616058,0.0006210878],"genre_scores_gemma":[0.9845592,0.000004919518,0.00002971637,0.001747768,0.00003475779,0.01328572,0.0000385878,0.00002560068,0.0002736946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005265435,"threshold_uncertainty_score":0.5165632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1364348565836299,"score_gpt":0.4161096655305562,"score_spread":0.2796748089469263,"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."}}