{"id":"W4236482156","doi":"10.1007/978-1-60761-219-3_71","title":"Murmurs and Heart Disease","year":2011,"lang":"en","type":"book-chapter","venue":"Humana Press eBooks","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Cardiology; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002556011,0.0006626018,0.0004722774,0.001333728,0.0003242847,0.001059307,0.0004096919,0.001040531,0.02476586],"category_scores_gemma":[0.0008978192,0.0002009946,0.0001796607,0.0007369719,0.0007214441,0.001008104,0.0007482112,0.001541672,0.01128834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002765916,"about_ca_system_score_gemma":0.0003381491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008769609,"about_ca_topic_score_gemma":0.002806984,"domain_scores_codex":[0.9998626,0.00003996493,0.000008140651,0.00001507751,0.00006265864,0.00001154829],"domain_scores_gemma":[0.9998567,0.00007775366,0.000009023286,0.00001292149,0.00002466172,0.0000188433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004006795,0.00007253639,0.0003651871,0.0005723058,0.00001131704,0.0003409972,0.0005087177,0.0001443685,0.001148022,0.03103832,0.2692792,0.696479],"study_design_scores_gemma":[0.000009220726,0.00003644438,0.001478404,0.0004634347,0.000007101042,0.001026277,0.00009452817,0.00004787335,0.00009984794,0.008205418,0.9885245,0.000006894522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001626601,0.6118429,0.001483269,0.006350214,0.007108088,0.00003348892,0.0001077355,0.00009300687,0.3713547],"genre_scores_gemma":[0.01342111,0.3697543,0.002234697,0.006609427,0.01210478,0.00005973888,0.0002112988,0.00007017438,0.5955346],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02476586,"threshold_uncertainty_score":0.08285004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07508807152818936,"score_gpt":0.2788002398795003,"score_spread":0.203712168351311,"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."}}