{"id":"W50810478","doi":"10.1007/978-88-470-2137-2_24","title":"Isolation of Pulmonary Veins Using Cryothermal Technologies","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Stenosis; Cardiology; Asymptomatic; Internal medicine; Atrial fibrillation; Pulmonary vein; Isolation (microbiology); Pulmonary vein stenosis; Radiology","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":[0.00002517106,0.0001938868,0.0002558217,0.0001292329,0.00002839436,0.000004558817,0.00007903441,0.000277974,0.00009521041],"category_scores_gemma":[0.000001903424,0.000179045,0.00008438179,0.00002005596,0.00006662437,0.00004100843,0.0000165694,0.0001802527,0.00001115916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006338722,"about_ca_system_score_gemma":0.00001733124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001256289,"about_ca_topic_score_gemma":0.000007135322,"domain_scores_codex":[0.9994535,8.999385e-7,0.0002137968,0.0001141473,0.00009644251,0.0001212394],"domain_scores_gemma":[0.9997933,0.00001311584,0.00001090558,0.0001470779,0.00002605452,0.0000095594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005445293,0.0001546371,0.0005364044,0.005626443,0.002137756,0.000187949,0.00122248,0.172723,0.1663173,0.4894606,0.0002992006,0.1612798],"study_design_scores_gemma":[0.003277523,0.00111507,0.001897283,0.01409192,0.002327701,0.0002818126,0.001411576,0.1926839,0.2414841,0.4407831,0.08909395,0.0115521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00151973,0.002664979,0.03162722,0.00002729133,0.0001934507,0.0001495882,0.00002812378,0.001203938,0.9625857],"genre_scores_gemma":[0.9824257,0.001056659,0.003732831,0.000005198162,0.00006267641,0.000002406545,0.000008299282,0.00008394347,0.01262225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.980906,"threshold_uncertainty_score":0.7301245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208061065496943,"score_gpt":0.2159350966745646,"score_spread":0.1938544860195951,"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."}}