{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000303661,0.0001270393,0.0002872977,0.00006841082,0.00001923423,0.00000756896,0.0001052045,0.00002473602,0.0001529577],"category_scores_gemma":[0.00008110597,0.0001145665,0.00006981113,0.000170697,0.0001917628,0.00003823321,0.00007700574,0.0001596472,0.00005235799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003087957,"about_ca_system_score_gemma":0.000006262583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003937324,"about_ca_topic_score_gemma":0.00004208243,"domain_scores_codex":[0.9990465,0.00001969267,0.0002194103,0.0002244876,0.0002344287,0.0002554964],"domain_scores_gemma":[0.9993021,0.00004437878,0.0001253738,0.0003919206,0.00003625997,0.0001000059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001065138,0.0003621402,0.6041967,0.00004303528,0.0001791373,0.0001188287,0.0001645839,0.00001359852,0.008997427,0.00001546695,0.3222395,0.06356303],"study_design_scores_gemma":[0.001104656,0.001826864,0.5175308,0.00001388686,0.0002318282,0.00005209477,0.00005735538,0.00112464,0.008657173,6.662957e-7,0.4691533,0.0002466781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888186,0.00007282141,0.0002015,0.0009639079,0.00006159569,0.0002186708,0.00007419048,0.00006195187,0.009526771],"genre_scores_gemma":[0.9913157,0.0001467211,0.001149913,0.001087109,0.00005492037,0.000009608611,0.00002475702,0.00001901565,0.006192231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1469138,"threshold_uncertainty_score":0.4671888,"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."}}