{"id":"W2123152434","doi":"10.1161/01.str.0000025518.34157.51","title":"Toward Wisdom From Failure","year":2002,"lang":"en","type":"review","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":632,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Ontario Stroke Network","funders":"Canadian Institutes of Health Research; University of Toronto; Royal College of Physicians and Surgeons of Canada; Heart and Stroke Foundation of Canada","keywords":"Medicine; Neuroprotection; Penumbra; Clinical trial; Translational research; Stroke (engine); Drug development; Intensive care medicine; Stroke recovery; Neuroscience; Ischemia; Drug; Pharmacology; Physical therapy; Cardiology; Rehabilitation; Pathology; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007783621,0.0006021282,0.00229632,0.0002139283,0.00003440632,0.00003256492,0.0003821858,0.0004663536,0.003749903],"category_scores_gemma":[0.0000737177,0.0004707877,0.0009251176,0.0001966494,0.00008046906,0.0000413438,0.0002650432,0.0007965264,0.002805395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002561878,"about_ca_system_score_gemma":0.0001015668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003764301,"about_ca_topic_score_gemma":0.000002662408,"domain_scores_codex":[0.9976808,0.00004776072,0.0006155106,0.0006930545,0.000518947,0.0004438683],"domain_scores_gemma":[0.9983234,0.0001027173,0.0002931577,0.001019587,0.00004258079,0.0002185068],"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":[0.000003054335,0.00003188624,0.000005142163,0.004197312,0.0006992116,0.0002036572,0.0000279872,1.139065e-8,7.488064e-7,0.00001452234,0.3521979,0.6426186],"study_design_scores_gemma":[0.0005103321,0.0000602803,0.000002464612,0.007880339,0.004230023,0.00006328157,0.00004845091,0.000002099265,0.000002951534,0.00000276419,0.9868588,0.000338208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002204115,0.9099198,0.0001142196,0.0003294309,0.0004985798,0.001022199,0.0005165445,0.000168935,0.08742806],"genre_scores_gemma":[0.000005347259,0.9377649,0.00317221,0.0002233146,0.001436624,0.0001210342,0.0007513376,0.0001139197,0.05641124],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6422804,"threshold_uncertainty_score":0.9997744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05519256344873356,"score_gpt":0.3062623747704634,"score_spread":0.2510698113217298,"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."}}