{"id":"W4231566739","doi":"10.1016/j.surneu.2007.09.031","title":"Commentary","year":2008,"lang":"en","type":"article","venue":"Surgical Neurology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Surgery; Vertebrobasilar insufficiency; Vertebral artery; Anastomosis; Stroke (engine)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008043354,0.001247368,0.002194384,0.001764675,0.008529181,0.008182402,0.005122959,0.1011236,0.0398006],"category_scores_gemma":[0.07395567,0.001231135,0.003017417,0.001591465,0.004373996,0.004987445,0.005240623,0.06567507,0.02251702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008781126,"about_ca_system_score_gemma":0.01505167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01849114,"about_ca_topic_score_gemma":0.02912943,"domain_scores_codex":[0.9907678,0.001682421,0.0008556535,0.001469465,0.003186001,0.002038655],"domain_scores_gemma":[0.964872,0.01836335,0.001928686,0.001030233,0.008650021,0.005155734],"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":[0.00001463993,0.000003433413,0.00005626244,0.00004811248,0.000008413831,0.0001832032,0.00007367619,0.000009253167,0.00002533477,0.001138135,0.9970605,0.001379053],"study_design_scores_gemma":[0.00006045917,0.00001200618,0.0003796144,0.0005827351,0.0000362265,0.0002622045,0.0003528622,0.00003070761,0.00008442102,0.002380028,0.9957859,0.00003278633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001374993,0.001570659,0.0000404877,0.8994034,0.09348197,0.00001748942,0.00008536951,0.00002111057,0.005242024],"genre_scores_gemma":[0.000732725,0.000426456,0.00003331793,0.9619144,0.02817851,0.00003024125,0.00002373736,0.00001738425,0.00864315],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1011236,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299050860040006,"score_gpt":0.2404051664429855,"score_spread":0.2274146578425855,"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."}}