{"id":"W2052717144","doi":"10.1088/1748-3182/3/3/035009","title":"Totally implantable robot to treat chronic atrial fibrillation","year":2008,"lang":"en","type":"article","venue":"Bioinspiration & Biomimetics","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada","keywords":"Atrium (architecture); Atrial fibrillation; Actuator; Biomedical engineering; Materials science; Cardiology; Medicine; Engineering; Electrical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006806541,0.0001834358,0.0003001676,0.0001624406,0.0001805754,0.00002513199,0.00003144266,0.0001182334,0.00008435442],"category_scores_gemma":[0.00003866859,0.0001601399,0.0002334932,0.000317742,0.0000364937,0.00009177237,0.00003033481,0.00004865536,0.0004719379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003048845,"about_ca_system_score_gemma":0.0002427289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001101405,"about_ca_topic_score_gemma":0.00002220769,"domain_scores_codex":[0.9988585,0.00002406112,0.0003058059,0.0002911747,0.0002717631,0.0002487318],"domain_scores_gemma":[0.999292,0.00002768867,0.00007716289,0.0003006403,0.0001069364,0.0001955875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004317991,0.0004218311,0.2063942,0.0003189301,0.001183699,0.0006889148,0.001605122,0.008589906,0.4012631,0.001848627,0.03905432,0.3343134],"study_design_scores_gemma":[0.02206485,0.009303839,0.3817721,0.0002131687,0.001542049,0.003280057,0.00005655512,0.003913749,0.207761,0.00008595561,0.3685762,0.001430412],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878983,0.001014838,0.002217707,0.0007558516,0.0005479112,0.0009639023,0.00008786533,0.0001581942,0.006355362],"genre_scores_gemma":[0.9914901,0.0002596531,0.004322184,0.0001649402,0.001849281,0.000007164077,0.0003356102,0.00002944181,0.001541594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3328829,"threshold_uncertainty_score":0.6530316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02940204252721101,"score_gpt":0.2808123617690445,"score_spread":0.2514103192418335,"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."}}