{"id":"W3003162400","doi":"10.3174/ajnr.a6397","title":"Endovascular Treatment Decisions in Patients with M2 Segment MCA Occlusions","year":2020,"lang":"en","type":"article","venue":"American Journal of Neuroradiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; University of Calgary","funders":"China Scholarship Council; University of Calgary; Freiwillige Akademische Gesellschaft; Universität Basel; Servier; Stryker; Celgene","keywords":"Medicine; Endovascular treatment; Occlusion; Stroke (engine); Emergency medicine; Internal medicine; Surgery; Aneurysm","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001117232,0.0001122149,0.000150241,0.0004342156,0.0005762486,0.0006841015,0.0002143324,0.000579541,0.003205512],"category_scores_gemma":[0.006750941,0.000147416,0.0002535148,0.0005193393,0.0002878606,0.0006025927,0.0004148483,0.0004482795,0.0003124716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004985492,"about_ca_system_score_gemma":0.000642601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004210269,"about_ca_topic_score_gemma":0.006729377,"domain_scores_codex":[0.9991518,0.0003775516,0.00009603159,0.00008093847,0.00009644386,0.0001972388],"domain_scores_gemma":[0.9966063,0.001120004,0.001612102,0.0000506347,0.0001469396,0.0004640463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001399224,0.0001438764,0.9920779,0.00002903312,0.00002027782,0.0003745733,0.001420876,0.00009862592,0.0001040819,0.00005178652,0.0006718104,0.004867177],"study_design_scores_gemma":[0.00005027897,0.0004029628,0.9853595,0.0001103381,0.00002926722,0.001930547,0.008861991,0.001152797,0.0002291333,0.0002285676,0.001628693,0.00001599424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985406,0.0001493287,0.00005263614,0.0005033305,0.000006787627,0.000008791351,0.00004703143,0.000001303448,0.0006901921],"genre_scores_gemma":[0.9995,0.000109039,0.00008482023,0.0001760273,0.00001675132,0.000006057213,0.00003674206,5.297395e-7,0.00006997179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004210269,"threshold_uncertainty_score":0.01072347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355463100613865,"score_gpt":0.2423229997262926,"score_spread":0.228768368720154,"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."}}