{"id":"W3180961927","doi":"10.1161/strokeaha.121.035303","title":"When More Is Better…","year":2021,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"","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":[0.008312637,0.0005344373,0.001160304,0.002088577,0.004496296,0.01051471,0.001131916,0.005246066,0.07601963],"category_scores_gemma":[0.04289858,0.0004317873,0.001164616,0.001440751,0.005687128,0.0113814,0.00337,0.01037437,0.01802995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00490471,"about_ca_system_score_gemma":0.01097233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007031355,"about_ca_topic_score_gemma":0.01658639,"domain_scores_codex":[0.9870094,0.004733225,0.001068936,0.0009372693,0.004226984,0.002024131],"domain_scores_gemma":[0.9793013,0.004581168,0.001863689,0.000821715,0.005749062,0.007683039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000229432,0.000261187,0.007312325,0.0004471006,0.0001276638,0.0003414771,0.001391051,0.00004939318,0.0001747612,0.01755474,0.7946362,0.1774746],"study_design_scores_gemma":[0.0001711666,0.0001699852,0.01188952,0.002760217,0.0001910342,0.00100324,0.007184899,0.00006642661,0.0003505692,0.05058866,0.9255094,0.00011496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004465039,0.01836661,0.0003909079,0.8611137,0.02394152,0.00003671083,0.0002392368,0.0001022049,0.09134415],"genre_scores_gemma":[0.1691955,0.03851012,0.002351672,0.6417596,0.05805268,0.000235029,0.0007157777,0.0003511764,0.08882852],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07601963,"threshold_uncertainty_score":0.254311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01449021007292315,"score_gpt":0.2653022385616309,"score_spread":0.2508120284887077,"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."}}