{"id":"W2405525159","doi":"10.1159/000446503","title":"Aneurysm Study of Pipeline in an Observational Registry (ASPIRe)","year":2016,"lang":"en","type":"article","venue":"Interventional Neurology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":208,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; University of Saskatchewan; Royal University Hospital","funders":"","keywords":"Medicine; Aneurysm; Embolization; Surgery; Stroke (engine); Stenosis; Mortality rate; Prospective cohort study; Occlusion; Radiology; Internal medicine","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":[0.005450319,0.0004831934,0.0008846662,0.001339777,0.0005979924,0.0008258031,0.000948991,0.0005981728,0.001300241],"category_scores_gemma":[0.01048152,0.0007337337,0.0008689269,0.001689909,0.0005649931,0.001099982,0.001522585,0.0009275152,0.0005647431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004278257,"about_ca_system_score_gemma":0.001497505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00137237,"about_ca_topic_score_gemma":0.001801973,"domain_scores_codex":[0.9946349,0.002155371,0.0007953986,0.001005507,0.00112326,0.0002856829],"domain_scores_gemma":[0.9791531,0.00333303,0.01039366,0.003517657,0.001741441,0.001861143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009316768,0.0001160803,0.9965454,0.00004931671,0.0002032155,0.000146683,0.00006448812,0.00003597996,0.000252045,0.0000489151,0.0003337316,0.001272447],"study_design_scores_gemma":[0.0005940628,0.001616904,0.9929322,0.00004274259,0.0003215014,0.00192451,0.0001562706,0.0005364945,0.0003474814,0.00006665837,0.0014372,0.00002393034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949857,0.0004466894,0.001110697,0.00006919348,0.00002343,0.0001276744,0.002761417,0.00002681836,0.0004483338],"genre_scores_gemma":[0.9911486,0.0004194472,0.001789646,0.0001581211,0.0001535453,0.0003597824,0.005737703,0.00001892535,0.0002141846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005450319,"threshold_uncertainty_score":0.02882439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08449678128157062,"score_gpt":0.3456090808832958,"score_spread":0.2611122996017252,"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."}}