{"id":"W2805238866","doi":"","title":"Electronic Stethoscope for eHealth and Telemedicine","year":2010,"lang":"de","type":"article","venue":"CMBES Proceedings","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health; University of Victoria","funders":"","keywords":"Stethoscope; Telemedicine; eHealth; Computer science; The Internet; Heart sounds; Telecommunications; Health care; Medicine; World Wide Web","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001795274,0.0004992514,0.0008401385,0.0003621395,0.0004616274,0.00007501214,0.0001960784,0.000351572,0.0003034876],"category_scores_gemma":[0.001153402,0.0004437531,0.00009326197,0.0004540203,0.0003259385,0.0002737728,0.00007835337,0.001310942,0.0000612923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001448876,"about_ca_system_score_gemma":0.0007678121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001511774,"about_ca_topic_score_gemma":0.00009463256,"domain_scores_codex":[0.9959376,0.00001272769,0.001037645,0.0008390196,0.0005246002,0.001648339],"domain_scores_gemma":[0.9974883,0.0002794939,0.000481273,0.0002281608,0.0006674067,0.00085533],"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":[0.00201666,0.0005902266,0.2900552,0.01346656,0.0007454423,0.00001541737,0.009137001,3.405037e-8,0.05300035,0.07060507,0.2145149,0.3458531],"study_design_scores_gemma":[0.01057448,0.007442099,0.0432509,0.0004757532,0.001410206,0.00008891068,0.003296653,0.0004270922,0.005022436,0.002045935,0.925451,0.0005145075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517432,0.0163415,0.000268919,0.02291699,0.002999312,0.004301361,0.00005644708,0.0001979323,0.001174273],"genre_scores_gemma":[0.9731277,0.005887554,0.003540309,0.006690976,0.009105159,0.0003746322,0.0001951766,0.0001374746,0.0009410587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7109362,"threshold_uncertainty_score":0.9998014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791185745284758,"score_gpt":0.3470631199120432,"score_spread":0.3291512624591956,"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."}}