{"id":"W2341341625","doi":"10.1056/jc200704110000003","title":"Biphasic Defibrillation for Resistant VF: Dose Escalation Has an Edge","year":2007,"lang":"en","type":"article","venue":"Journal watch","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Defibrillation; Ventricular fibrillation; Medicine; Cardiology; Internal medicine; Fibrillation; Anesthesia; Atrial fibrillation","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":[0.001993491,0.0003466571,0.0008660111,0.0002654671,0.0001609265,0.0008757765,0.0004434792,0.0008813458,0.002990638],"category_scores_gemma":[0.004394297,0.0001288703,0.001339402,0.000438501,0.0002818591,0.0005979235,0.0002673013,0.001644886,0.0003985526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006547606,"about_ca_system_score_gemma":0.0006707518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007526524,"about_ca_topic_score_gemma":0.002177926,"domain_scores_codex":[0.9989082,0.0006280606,0.0001008566,0.00006002271,0.0002327917,0.00007007983],"domain_scores_gemma":[0.9977782,0.001161812,0.0004349883,0.000201392,0.0002102629,0.0002132889],"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":[0.0814034,0.003531888,0.004317374,0.001400719,0.00126874,0.00008256001,0.000136962,0.002058544,0.01272226,0.002467645,0.003688457,0.8869215],"study_design_scores_gemma":[0.2109935,0.3904599,0.1731347,0.003449781,0.006846664,0.001980943,0.0004615483,0.01075625,0.02436229,0.01028106,0.1669407,0.0003327738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8388853,0.08511002,0.01638327,0.01793819,0.001456483,0.003503053,0.0009784253,0.0002669961,0.03547831],"genre_scores_gemma":[0.9612557,0.01658348,0.01059678,0.007156625,0.0005962122,0.0005780495,0.0002942398,0.0000450174,0.002893844],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.002990638,"threshold_uncertainty_score":0.01054275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03842200310657145,"score_gpt":0.3311239051940525,"score_spread":0.292701902087481,"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."}}