{"id":"W1966132045","doi":"10.1161/01.str.0000018081.33541.e3","title":"Use of Intravenous Heparin by North American Neurologists","year":2002,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Heparin; Acute stroke; Atrial fibrillation; Clinical trial; Neurology; Emergency medicine; Internal medicine; Intensive care medicine; Cardiology; Tissue plasminogen activator; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005013295,0.00008260556,0.0001049881,0.000765471,0.0004373357,0.0004908005,0.0002448059,0.0003368386,0.001832045],"category_scores_gemma":[0.003868827,0.00009407841,0.0001245716,0.0009128955,0.0002618041,0.0003178147,0.0002457284,0.0002146535,0.0002293431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001131013,"about_ca_system_score_gemma":0.001861828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1009245,"about_ca_topic_score_gemma":0.1347335,"domain_scores_codex":[0.9991415,0.0002297761,0.0001052843,0.0000948443,0.0003123471,0.000116369],"domain_scores_gemma":[0.9960768,0.0007628911,0.00192481,0.00006497115,0.0006122465,0.0005582969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004141079,0.00002588901,0.9915506,0.00002600958,0.00001482992,0.0001742981,0.0004659352,0.00003062822,0.00009983832,0.00003149718,0.001130409,0.006408815],"study_design_scores_gemma":[0.000009734867,0.00007101092,0.9931849,0.00009924064,0.00001561819,0.001964833,0.002196572,0.0001615539,0.00006827165,0.00002884153,0.002192625,0.000006800227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906207,0.001894527,0.00006641521,0.0009218259,0.00002221595,0.00001043606,0.0003277578,0.000006948969,0.00612915],"genre_scores_gemma":[0.9981962,0.000949396,0.00009381585,0.0003620807,0.00002128292,0.000005306778,0.0001572081,0.000001287259,0.0002133678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1009245,"threshold_uncertainty_score":0.2006741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02495463133460542,"score_gpt":0.2382280250792841,"score_spread":0.2132733937446787,"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."}}