{"id":"W4411682545","doi":"10.1016/j.wneu.2025.124224","title":"Safe and Effective: Words Carry Power and Responsibility","year":2025,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Carry (investment); Power (physics); Finance","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":[0.002706394,0.000640057,0.0005162868,0.001005072,0.002447494,0.007629026,0.0007857906,0.003506805,0.02085207],"category_scores_gemma":[0.01650996,0.0002424875,0.0002513598,0.0007372754,0.008782283,0.009161494,0.003114866,0.004873049,0.01280999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009797507,"about_ca_system_score_gemma":0.004303926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004000175,"about_ca_topic_score_gemma":0.0009103977,"domain_scores_codex":[0.9965367,0.001148265,0.0002448878,0.0001898329,0.001516649,0.000363701],"domain_scores_gemma":[0.9934397,0.002142407,0.0008349814,0.0009077214,0.001474061,0.001201035],"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":[0.0001179169,0.0001586826,0.001822793,0.0003258384,0.00003539117,0.001899719,0.005856666,0.0002704448,0.001767409,0.3006113,0.3594861,0.3276477],"study_design_scores_gemma":[0.00001871771,0.00006038992,0.0008874303,0.0002793966,0.00001537743,0.004214013,0.002736215,0.0000995208,0.0005118962,0.1815046,0.8096387,0.00003362424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01442636,0.02455474,0.03780576,0.2188798,0.04262659,0.0001481068,0.0001468245,0.0010302,0.6603816],"genre_scores_gemma":[0.3681582,0.02110169,0.03380949,0.06539159,0.03695279,0.0002623942,0.0001718658,0.001127102,0.4730249],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02085207,"threshold_uncertainty_score":0.0697571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008605238472460813,"score_gpt":0.2700697395921791,"score_spread":0.2614645011197183,"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."}}