{"id":"W3215554399","doi":"10.1097/wco.0000000000001006","title":"Persistent challenges in endovascular treatment decision-making for acute ischaemic stroke","year":2021,"lang":"en","type":"article","venue":"Current Opinion in Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Endovascular treatment; Ischaemic stroke; Acute stroke; Lesion; Stroke (engine); Randomized controlled trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001697893,0.0002496272,0.0005488183,0.0003429221,0.00003237561,0.000008951654,0.0001753833,0.0001308215,0.00005844322],"category_scores_gemma":[0.0002405906,0.0002353177,0.0003340858,0.0001729657,0.00004587563,0.00004688163,0.000238157,0.0002748549,0.00001491131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001894718,"about_ca_system_score_gemma":0.00009927809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002439101,"about_ca_topic_score_gemma":0.00001137248,"domain_scores_codex":[0.9980166,0.00009100161,0.0004572297,0.0007428537,0.0002230503,0.0004692514],"domain_scores_gemma":[0.9987549,0.0003327774,0.00009027133,0.0006767351,0.00006512888,0.00008023003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003654942,0.003588067,0.06307583,0.001156057,0.001404512,0.0008628869,0.002402345,0.0008336631,0.00183611,0.001812779,0.0132172,0.9061556],"study_design_scores_gemma":[0.0206225,0.00353349,0.03612197,0.001115722,0.0005325574,0.001038635,0.0008520145,0.007169221,0.0006365176,0.0004403465,0.9273514,0.000585634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8771666,0.08743189,0.001740305,0.0182621,0.01084293,0.002555326,0.00006995899,0.00009920463,0.001831719],"genre_scores_gemma":[0.9178355,0.07690329,0.002713002,0.0004799603,0.0007882889,0.0009202309,0.000185306,0.00007386686,0.000100566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9141342,"threshold_uncertainty_score":0.9595978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08353042827687264,"score_gpt":0.3649823320305531,"score_spread":0.2814519037536805,"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."}}