{"id":"W3138075385","doi":"10.1097/md.0000000000024692","title":"To clip or to coil for unruptured intracranial aneurysm?","year":2021,"lang":"en","type":"article","venue":"Medicine","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Medicine; Endovascular coiling; Clipping (morphology); Surgery; Aneurysm; Randomization; Randomized controlled trial; Microsurgery; Blinding; Craniotomy; Endovascular treatment","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":[0.001672115,0.0002844249,0.001144465,0.0003403771,0.0001721935,0.0005029507,0.0003622496,0.001154341,0.01406149],"category_scores_gemma":[0.002944554,0.00008477498,0.0008509868,0.0003598293,0.0005315195,0.0005638507,0.0001911661,0.001068617,0.001245576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001973172,"about_ca_system_score_gemma":0.0006143568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002040484,"about_ca_topic_score_gemma":0.0004652499,"domain_scores_codex":[0.9994893,0.000271594,0.00006193517,0.00007347356,0.00006189903,0.00004170875],"domain_scores_gemma":[0.9989018,0.0005808461,0.000303689,0.00004175526,0.00004811344,0.0001238017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1493458,0.002929027,0.007007333,0.04241607,0.001825333,0.0003703843,0.000162247,0.0006367171,0.001545198,0.004510378,0.03256521,0.7566863],"study_design_scores_gemma":[0.5137059,0.1243557,0.04791197,0.05348311,0.0120228,0.00385397,0.0005829899,0.003467343,0.006690655,0.02086192,0.2128123,0.0002514744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.2865488,0.6163342,0.005877577,0.03194645,0.01596534,0.006516385,0.004383355,0.00024873,0.03217916],"genre_scores_gemma":[0.7091655,0.2177646,0.0107845,0.02187331,0.01206843,0.01396047,0.003273169,0.00006960466,0.0110405],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01406149,"threshold_uncertainty_score":0.04704034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03923374831702087,"score_gpt":0.3289148194797286,"score_spread":0.2896810711627077,"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."}}