{"id":"W2759547105","doi":"10.2196/iproc.8577","title":"Cloud Connected Noninvasive Device Correlation with Pulmonary Artery Pressure by Right Heart Catheterization: Implications for Diagnosis and Clinical Practice to Improve Outcomes for Heart Failure Patients","year":2017,"lang":"en","type":"article","venue":"Iproceedings","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Cardiology; Internal medicine; Pulmonary artery; Ambulatory; Blood pressure; Cardiac catheterization; Hemodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003805736,0.0004890574,0.0005323577,0.001003078,0.0004420697,0.001952255,0.0008379526,0.001212606,0.009419826],"category_scores_gemma":[0.02613923,0.0001629696,0.0004510063,0.0008771493,0.0004784245,0.001740089,0.0009027098,0.001131729,0.001709326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049042,"about_ca_system_score_gemma":0.002469768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003833352,"about_ca_topic_score_gemma":0.005897481,"domain_scores_codex":[0.9972972,0.001349847,0.000270059,0.0002694583,0.0006510149,0.0001623272],"domain_scores_gemma":[0.9799966,0.007366401,0.003314025,0.0005738513,0.00681853,0.001930574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005527435,0.0007265313,0.3666683,0.001152083,0.0001674217,0.0006185456,0.00040127,0.0009258438,0.001397163,0.00348561,0.08739183,0.5365126],"study_design_scores_gemma":[0.0005459037,0.002137148,0.7199209,0.01092176,0.001030685,0.004525923,0.006912967,0.03239727,0.003771186,0.03558747,0.1819615,0.0002872163],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2712469,0.178923,0.04763267,0.4180299,0.008791898,0.0009920966,0.004290244,0.001108518,0.06898474],"genre_scores_gemma":[0.8823763,0.04273881,0.04445563,0.01860682,0.006347258,0.0004812666,0.001132088,0.00007979529,0.003782125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009419826,"threshold_uncertainty_score":0.03151244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505323858956463,"score_gpt":0.2873263104165202,"score_spread":0.2722730718269556,"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."}}