{"id":"W2048828064","doi":"10.1053/euhj.2001.2755","title":"The European experience with coil occlusion of PDA: strength in numbers","year":2001,"lang":"en","type":"letter","venue":"European Heart Journal","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Toronto General Hospital; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Occlusion; 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":[0.0008593366,0.0002618541,0.0004257107,0.0001672573,0.0002827923,0.00007768028,0.0001919682,0.00005833234,0.0001220891],"category_scores_gemma":[0.00005015168,0.0001549457,0.000358104,0.0002389779,0.0001870522,0.00006879112,0.00008581697,0.001638602,0.0001087757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000108984,"about_ca_system_score_gemma":0.0001018183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002318938,"about_ca_topic_score_gemma":0.00001215446,"domain_scores_codex":[0.9971651,0.001105959,0.0004419597,0.0002635639,0.0006619358,0.0003614314],"domain_scores_gemma":[0.9988908,0.0000810524,0.0002216683,0.0005622686,0.0001271432,0.000117037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001182385,0.0001467454,0.0411463,0.00004326958,0.000579052,0.189726,0.0007696525,0.00001491342,0.00005436627,0.000002056012,0.7618558,0.005543675],"study_design_scores_gemma":[0.002164239,0.0002932932,0.1382231,0.0008412778,0.0001753398,0.04877284,0.0002244287,0.000002113683,0.00002128291,0.00000264516,0.8091031,0.0001763261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4754936,0.004573273,0.0001490152,0.1600211,0.001281189,0.000942811,0.00005625297,0.00009302019,0.3573897],"genre_scores_gemma":[0.8771305,0.00415954,0.00105218,0.09080952,0.01062113,0.000007594201,0.0002531807,0.0004769685,0.0154894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4016369,"threshold_uncertainty_score":0.7119004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02187994551292181,"score_gpt":0.271293324256041,"score_spread":0.2494133787431192,"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."}}