{"id":"W3109616193","doi":"10.4244/eijv16i11a163","title":"WATCHMAN versus AMPLATZER Cardiac Plug: which will prevail?","year":2020,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Cardiology; Spark plug; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001565077,0.0001256746,0.0002294219,0.00004564198,0.00005420451,0.00003096876,0.00005289612,0.0000568821,0.0002064123],"category_scores_gemma":[0.0002057003,0.0001140193,0.0004199372,0.0002367721,0.00002424978,0.0001716637,0.00004750037,0.0001770298,0.0004941082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004336978,"about_ca_system_score_gemma":0.00002437401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001425002,"about_ca_topic_score_gemma":0.000007071873,"domain_scores_codex":[0.9989403,0.00008579911,0.0002526306,0.0002793981,0.0002668223,0.000175027],"domain_scores_gemma":[0.9994197,0.00003224441,0.00007666988,0.0001838913,0.0001183458,0.0001691002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0164514,0.0009884789,0.3989743,0.004435277,0.003005151,0.0004300097,0.009947057,0.0002659309,0.1237163,0.00574583,0.3817585,0.05428178],"study_design_scores_gemma":[0.00796928,0.001732933,0.6758116,0.0005515231,0.0008025353,0.000009671711,0.0005318408,0.0008639966,0.004722208,0.0001773986,0.3063417,0.0004853561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698653,0.0005019141,0.002053036,0.008243321,0.004997028,0.0005771162,0.00002018087,0.0002573677,0.01348478],"genre_scores_gemma":[0.9976779,0.00003956707,0.0001712192,0.0001534916,0.0009479439,0.000003900731,0.0001726526,0.00002882437,0.0008045104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2768373,"threshold_uncertainty_score":0.6350926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03479954702643945,"score_gpt":0.2960771687865569,"score_spread":0.2612776217601174,"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."}}