{"id":"W4296690520","doi":"10.3174/ajnr.a7648","title":"Surgical or Endovascular Treatment of MCA Aneurysms: An Agreement Study","year":2022,"lang":"en","type":"article","venue":"American Journal of Neuroradiology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis; Centre Hospitalier de l’Université de Montréal; Dalhousie University; University of Toronto; Manitoba Health; University of Ottawa; St. Michael's Hospital; University of Alberta Hospital; Ottawa Hospital; Health Sciences Centre","funders":"Institut National de la Santé et de la Recherche Médicale; Assistance Publique - Hôpitaux de Paris; University of Toronto; Dalhousie University; Institut de Neurosciences des Systèmes; Universitätsklinikum Hamburg-Eppendorf; Ottawa Hospital Research Institute; Imam Abdulrahman Bin Faisal University; University of Ottawa","keywords":"Medicine; Inter-rater reliability; Randomized controlled trial; Endovascular treatment; Aneurysm; Endovascular coiling; Surgery; Middle cerebral artery; Radiology; Rating scale; Ischemia; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08485917,0.0003302604,0.0007909649,0.002333144,0.001422876,0.001847927,0.001104589,0.00084285,0.001648736],"category_scores_gemma":[0.2370326,0.0005062454,0.001029447,0.001780393,0.002375532,0.002152659,0.003685837,0.0009599709,0.0004590914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001602346,"about_ca_system_score_gemma":0.00186818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001776307,"about_ca_topic_score_gemma":0.001768814,"domain_scores_codex":[0.9135613,0.0607387,0.008993214,0.004205779,0.01088816,0.001612666],"domain_scores_gemma":[0.6074891,0.2979353,0.03902622,0.01538054,0.03698794,0.003180885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002443942,0.0005635237,0.900542,0.000877619,0.0007482194,0.0003178616,0.06498852,0.0004994369,0.001023899,0.0007547971,0.0009150552,0.0263252],"study_design_scores_gemma":[0.0006114727,0.0043348,0.8952169,0.001067234,0.0008351367,0.002092287,0.07265265,0.01006523,0.003691125,0.002027207,0.007125647,0.0002802609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948875,0.0003733616,0.001919662,0.0001541389,0.00004490394,0.0002998858,0.0001688098,0.000007001172,0.0021448],"genre_scores_gemma":[0.9983186,0.0001471917,0.001011226,0.00007861887,0.00002670297,0.0001929016,0.0001241431,0.000006278288,0.00009451924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08485917,"threshold_uncertainty_score":0.4487836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03342458358886142,"score_gpt":0.3095896524661,"score_spread":0.2761650688772386,"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."}}