{"id":"W3028188475","doi":"10.1016/j.jval.2020.04.581","title":"PMD12 THE BURDEN OF READMISSIONS IN THE POST-OPERATIVE POPULATION IN THE US: THE INFLUENCE OF MANAGEMENT WITH AN OSCILLATING POSITIVE EXPIRATORY PRESSURE DEVICE","year":2020,"lang":"en","type":"article","venue":"Value in Health","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trudell Medical International (Canada)","funders":"","keywords":"Medicine; Emergency medicine; Health care; Population; Medical emergency; Environmental health","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":[0.001151423,0.0003117452,0.0005051912,0.0007767836,0.000473429,0.00101306,0.0006906198,0.0009898697,0.00286102],"category_scores_gemma":[0.01033996,0.0002871628,0.001714336,0.001625678,0.0002982699,0.0007910474,0.0009439772,0.00162971,0.000216841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006891463,"about_ca_system_score_gemma":0.001079124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04115686,"about_ca_topic_score_gemma":0.04635607,"domain_scores_codex":[0.9985945,0.0005319651,0.0001882872,0.000161049,0.0002324129,0.0002918191],"domain_scores_gemma":[0.9943756,0.001342759,0.002334743,0.0003255019,0.0005871676,0.001034328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001464074,0.00004676209,0.9970028,0.00002709014,0.0001672033,0.00004304665,0.00004873658,0.00006077154,0.00002311349,0.00005029175,0.0004882003,0.001895593],"study_design_scores_gemma":[0.000005085692,0.0000440157,0.999402,0.00001622899,0.00004646569,0.00004207312,0.0001757721,0.0001075559,0.000008998322,0.00002225219,0.0001263377,0.000003318519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992364,0.002289286,0.00006935544,0.001563234,0.00008444457,0.000007949748,0.002033917,0.000006115394,0.001581684],"genre_scores_gemma":[0.9982156,0.0005358741,0.00002882467,0.0001456348,0.00008637293,0.000006403275,0.0007481127,0.000002789533,0.0002304717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04115686,"threshold_uncertainty_score":0.08183461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04013387572327031,"score_gpt":0.3390142503395928,"score_spread":0.2988803746163224,"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."}}