{"id":"W4200131757","doi":"10.1136/neurintsurg-2021-017865","title":"Robotic-assisted intracranial aneurysm treatment: 1 year follow-up imaging and clinical outcomes","year":2021,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Western Hospital; St. Michael's Hospital","funders":"","keywords":"Medicine; Aneurysm; Radiology; Surgery","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":[0.0007997684,0.0002852899,0.0003833638,0.001418328,0.0005230805,0.0008517972,0.0003893458,0.0008216638,0.001254957],"category_scores_gemma":[0.002426696,0.0001302209,0.0008317687,0.0005660696,0.0003405334,0.0008077621,0.0006367502,0.0007379238,0.0003787643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005045018,"about_ca_system_score_gemma":0.0002992775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001874958,"about_ca_topic_score_gemma":0.001259085,"domain_scores_codex":[0.9995978,0.0000728634,0.00004644054,0.00007116507,0.0001112684,0.000100346],"domain_scores_gemma":[0.9981363,0.0002283822,0.0009321942,0.00009231813,0.0002679134,0.0003429358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007496368,0.0004967351,0.9834734,0.00002646465,0.0001588774,0.0008718501,0.0002288928,0.0005115951,0.0004960151,0.00002905611,0.0003926591,0.01256495],"study_design_scores_gemma":[0.00003598167,0.001427458,0.9949746,0.00002366357,0.0001314203,0.001935132,0.0001712838,0.0005365509,0.0002751623,0.00005581114,0.0004018824,0.00003111487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978653,0.0003794086,0.0002028461,0.00007094748,0.00001412517,0.00002396375,0.0003622625,0.00001078286,0.001070414],"genre_scores_gemma":[0.9987941,0.0001378184,0.0001151417,0.00003111077,0.00001973965,0.00002484343,0.000642561,0.000002297525,0.0002322423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001874958,"threshold_uncertainty_score":0.004229665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05696953370655157,"score_gpt":0.3307779605687341,"score_spread":0.2738084268621825,"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."}}