{"id":"W2161572990","doi":"10.1109/iembs.2009.5334216","title":"Predicting defibrillation outcome based on phase of ventricular activity during ICD implantation","year":2009,"lang":"en","type":"article","venue":"","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Alberta; University of Calgary","funders":"University of Alberta","keywords":"Defibrillation; Cardiology; Internal medicine; Phase (matter); Medicine; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006560939,0.0002021871,0.0001636834,0.0005982147,0.0001303527,0.0003901493,0.0001802449,0.000279791,0.00067095],"category_scores_gemma":[0.006645915,0.00008498916,0.0002045941,0.0003709714,0.000148669,0.0002149347,0.0002231817,0.0002631352,0.0001539061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002021443,"about_ca_system_score_gemma":0.0003614734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004898837,"about_ca_topic_score_gemma":0.008185343,"domain_scores_codex":[0.999661,0.0001027945,0.00003854653,0.0000413026,0.00008270678,0.00007376479],"domain_scores_gemma":[0.9970183,0.001199638,0.0009928294,0.0001126837,0.0003504471,0.0003260301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001001752,0.00001503411,0.9968615,0.000003127534,0.00001051115,0.00004395815,0.0000333109,0.0002331379,0.0003884638,0.00001154906,0.00002855783,0.002270848],"study_design_scores_gemma":[0.000003343499,0.0001122064,0.9974999,0.000004434865,0.00001340174,0.0001562105,0.00007787035,0.001898162,0.0001494484,0.00002450771,0.00005724904,0.000003279999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992306,0.00007458667,0.0003162468,0.00001600868,0.000002825611,0.000005373421,0.00007895364,0.000004424096,0.000270904],"genre_scores_gemma":[0.9995894,0.00004329875,0.0001620019,0.000003372102,0.000003760951,0.000002305881,0.0001292428,0.000001291039,0.00006530326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004898837,"threshold_uncertainty_score":0.009740651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03243865526710914,"score_gpt":0.3443734203063707,"score_spread":0.3119347650392615,"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."}}