{"id":"W4221010827","doi":"10.1161/circulationaha.121.056471","title":"DREAM-ICD-II Study","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; BC Research (Canada); Centre for Advancing Health Outcomes; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001853014,0.0005038787,0.001032724,0.0005287933,0.0004661546,0.001198751,0.001466235,0.0006100496,0.005200716],"category_scores_gemma":[0.003143294,0.0003748036,0.0009271424,0.0009831383,0.0003955143,0.0004747185,0.0009239769,0.0009077378,0.001482762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552061,"about_ca_system_score_gemma":0.003030041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02900735,"about_ca_topic_score_gemma":0.03785636,"domain_scores_codex":[0.9983996,0.0003039012,0.0002138546,0.0003679899,0.0004615169,0.0002531684],"domain_scores_gemma":[0.9984089,0.0001550997,0.0006429514,0.0002492524,0.0002966731,0.0002471575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007279878,0.0002566132,0.9619127,0.0008019256,0.0008666518,0.0002774995,0.0001946611,0.0001795645,0.0003085773,0.0009978889,0.01489477,0.01202915],"study_design_scores_gemma":[0.004907679,0.0007932354,0.9629052,0.0005203192,0.0007619833,0.001190347,0.0004137422,0.0005603101,0.0001531484,0.0005803063,0.0271671,0.00004669075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8216353,0.01028269,0.001845893,0.001541956,0.0003897232,0.002781108,0.1178256,0.0001214497,0.04357625],"genre_scores_gemma":[0.9031265,0.002352949,0.001840028,0.00132114,0.0003016888,0.001983799,0.08285941,0.00004397869,0.006170472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02900735,"threshold_uncertainty_score":0.05767703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03304029608856247,"score_gpt":0.3137653440219297,"score_spread":0.2807250479333673,"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."}}