{"id":"W4210971120","doi":"10.1161/strokeaha.122.038564","title":"ACTION-CVT: Are the Findings ACTIONable?","year":2022,"lang":"en","type":"article","venue":"Stroke","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","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":[0.01910062,0.000908513,0.002438938,0.001288652,0.001921393,0.008062162,0.003421785,0.01151829,0.02313597],"category_scores_gemma":[0.08932287,0.0003944663,0.001629535,0.001767802,0.006016257,0.01101617,0.001649081,0.01484935,0.005669747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002898982,"about_ca_system_score_gemma":0.007481374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003493579,"about_ca_topic_score_gemma":0.004340589,"domain_scores_codex":[0.9890196,0.003674693,0.001895593,0.001360084,0.003168494,0.0008816059],"domain_scores_gemma":[0.9038137,0.05689736,0.008487457,0.005810084,0.01962426,0.005367137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00426476,0.0007092369,0.04025688,0.004621543,0.001356377,0.005535038,0.0008260529,0.0002633882,0.001690983,0.06973956,0.381997,0.4887393],"study_design_scores_gemma":[0.002207714,0.001477222,0.0503887,0.02175878,0.002501915,0.00961709,0.005004757,0.001093364,0.002868496,0.2060357,0.6965884,0.0004579301],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007485469,0.07592524,0.001869986,0.839074,0.03902848,0.00009137188,0.0007382635,0.0001541491,0.03563304],"genre_scores_gemma":[0.2093721,0.1460402,0.0093895,0.3857282,0.2366292,0.0002741426,0.00146668,0.0002311072,0.01086895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02313597,"threshold_uncertainty_score":0.101015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03046239893439303,"score_gpt":0.2821421243648266,"score_spread":0.2516797254304335,"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."}}