{"id":"W1990017114","doi":"10.1109/bwcca.2011.98","title":"Tele-Auscultation System","year":2011,"lang":"en","type":"article","venue":"","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Stethoscope; Telemedicine; Bluetooth; Auscultation; Computer science; Health care; Multimedia; Telecommunications; Medicine; Wireless","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":[0.0004721871,0.0005126489,0.0009237442,0.00118563,0.0004346831,0.0007787614,0.001216648,0.001054714,0.05049231],"category_scores_gemma":[0.001170807,0.0002042643,0.000213125,0.0004608268,0.0001901667,0.0007958566,0.001017066,0.0004046944,0.02724985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003120358,"about_ca_system_score_gemma":0.0004144955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006784426,"about_ca_topic_score_gemma":0.0004147638,"domain_scores_codex":[0.999356,0.00006880608,0.00006757602,0.000187494,0.0002743916,0.00004579164],"domain_scores_gemma":[0.9990299,0.0001734992,0.00006027986,0.0001943204,0.0004555827,0.00008650945],"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":[0.001619538,0.0007153512,0.01147968,0.001117952,0.000102161,0.0010365,0.0003547498,0.004221315,0.1984333,0.003548492,0.1428685,0.6345025],"study_design_scores_gemma":[0.00113318,0.002325014,0.07903872,0.000329163,0.0003437517,0.007243667,0.0002386598,0.1679282,0.233249,0.003526216,0.5042991,0.0003451873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08593556,0.002029728,0.6381044,0.001103384,0.001119563,0.004840923,0.01926225,0.1666423,0.08096193],"genre_scores_gemma":[0.6350844,0.001603798,0.1865621,0.002506407,0.001228264,0.003746176,0.02257043,0.002113535,0.1445848],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05049231,"threshold_uncertainty_score":0.1689136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03936339495804515,"score_gpt":0.2405410607582545,"score_spread":0.2011776658002093,"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."}}