{"id":"W3181109297","doi":"10.1136/neurintsurg-2021-017425","title":"Mechanical thrombectomy beyond the circle of Willis: efficacy and safety of different techniques for M2 occlusions","year":2021,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Circle of Willis; Surgery; Anatomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001496249,0.0002425545,0.0005098685,0.001615586,0.000169024,0.0005418345,0.0002611472,0.0002796518,0.0009956681],"category_scores_gemma":[0.004943215,0.0001387362,0.0005590597,0.001221889,0.000361823,0.000483725,0.0002544803,0.0001543454,0.0001742801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003114734,"about_ca_system_score_gemma":0.0002699315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004407424,"about_ca_topic_score_gemma":0.0007479421,"domain_scores_codex":[0.9990255,0.0002975748,0.0001791071,0.0001391777,0.0002941352,0.0000645269],"domain_scores_gemma":[0.9958553,0.001533055,0.002113653,0.0001363849,0.0002256091,0.0001360672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001514474,0.00005277692,0.9500709,0.000412959,0.0004983232,0.0005214119,0.00009819311,0.00009666643,0.001026155,0.00003016534,0.0001371519,0.04554086],"study_design_scores_gemma":[0.00008208904,0.001408185,0.9902774,0.0001931201,0.0003221004,0.006156287,0.0001181626,0.0001802503,0.0007056226,0.00003832662,0.0005089007,0.000009564209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748744,0.02402705,0.0002369829,0.000059059,0.000007593967,0.00001977685,0.0001403824,0.000006079846,0.0006287476],"genre_scores_gemma":[0.9942327,0.005283795,0.0002047875,0.00002122289,0.00005251478,0.00001036074,0.0001606557,0.000001828888,0.00003212023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001615586,"threshold_uncertainty_score":0.007913053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02663045745865432,"score_gpt":0.2960548094095849,"score_spread":0.2694243519509306,"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."}}