{"id":"W4248247965","doi":"10.1016/j.surneu.2006.06.004","title":"Commentary","year":2006,"lang":"en","type":"article","venue":"Surgical Neurology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Aneurysm; Subarachnoid hemorrhage; Occlusion; Surgery; Modified Rankin Scale; Radiology; Balloon; Anterior communicating artery; Ischemia","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":[0.006972292,0.001089001,0.001993087,0.001715989,0.006621425,0.00707032,0.004661028,0.09132458,0.03565161],"category_scores_gemma":[0.06430107,0.001098559,0.002868232,0.001665891,0.003470394,0.004368506,0.004119085,0.0563623,0.02122411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00752645,"about_ca_system_score_gemma":0.01125702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01534018,"about_ca_topic_score_gemma":0.02435711,"domain_scores_codex":[0.9924096,0.001420915,0.0008005173,0.001115987,0.00269533,0.001557569],"domain_scores_gemma":[0.9668734,0.01758367,0.001991262,0.0009635644,0.008053456,0.004534672],"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":[0.00001899123,0.000004894163,0.00007691883,0.00005749,0.000009925555,0.0002638643,0.00006841582,0.00001170335,0.00002821351,0.001104773,0.9964865,0.001868151],"study_design_scores_gemma":[0.0000550286,0.00001327967,0.0004205027,0.000477358,0.00003473779,0.0003035097,0.0002904734,0.00002932768,0.0000822367,0.001876525,0.9963852,0.00003180237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000165999,0.0019703,0.00004219997,0.8943402,0.09729552,0.00001943333,0.00009065173,0.00002074323,0.006054868],"genre_scores_gemma":[0.0009185068,0.000570748,0.00004087494,0.9524924,0.03439015,0.00003324818,0.00002530495,0.00001676209,0.01151197],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09132458,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048627789339041,"score_gpt":0.2490809431074865,"score_spread":0.2385946652140961,"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."}}