{"id":"W3202513085","doi":"10.1093/eurheartj/ehab726","title":"A case of crowded heart: closing the door after the visitors","year":2021,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Aortic valve; Shunt (medical); Occlusion; Heart failure; Left atrial appendage occlusion; Surgery; Atrial fibrillation; Warfarin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003901446,0.001238696,0.0007925013,0.00189905,0.005593314,0.002139783,0.001324949,0.005432152,0.00490326],"category_scores_gemma":[0.004484021,0.0007414465,0.001061188,0.001465506,0.001636513,0.00196103,0.002712597,0.004677026,0.0007862524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104937,"about_ca_system_score_gemma":0.001054802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002987284,"about_ca_topic_score_gemma":0.003723574,"domain_scores_codex":[0.9992384,0.0001139961,0.00004099805,0.0001338073,0.000076196,0.0003966665],"domain_scores_gemma":[0.9976673,0.0004353863,0.0004198794,0.0001810474,0.0001058116,0.001190585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00003443142,0.00005080133,0.007481134,0.00001576708,0.000008291999,0.9893329,0.0007375191,0.0000414219,0.0001527523,0.0003759611,0.0008379287,0.0009310648],"study_design_scores_gemma":[0.00001414426,0.00007857582,0.004484915,0.00003541352,0.00001224519,0.9907542,0.001656244,0.0002680089,0.0001190082,0.0005308376,0.002027984,0.00001839105],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596274,0.002664262,0.003092328,0.01029509,0.001605256,0.0001133782,0.0002379662,0.0002202612,0.02214412],"genre_scores_gemma":[0.9938816,0.0005699426,0.0007106612,0.00168542,0.0006825058,0.00001625518,0.00007625296,0.00003642531,0.002340879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005593314,"threshold_uncertainty_score":0.01640302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02821217146885307,"score_gpt":0.2914740068379081,"score_spread":0.2632618353690551,"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."}}