{"id":"W4232079902","doi":"10.3410/f.727094177.793543944","title":"Faculty Opinions recommendation of Transcatheter Closure of Patent Ductus Arteriosus in Extremely Premature Newborns: Early Results and Midterm Follow-Up.","year":2018,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Ductus arteriosus; Closure (psychology); Medicine; Obstetrics; Cardiology; Law; Political science","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":[0.001008892,0.0005548615,0.001493833,0.0005228352,0.0001060488,0.00006130204,0.0005407147,0.0007840429,0.0001275964],"category_scores_gemma":[0.001809818,0.0003541585,0.001373375,0.001417506,0.0003998932,0.0002474099,0.0001872755,0.0007410393,0.000006512958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001025007,"about_ca_system_score_gemma":0.0003434097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001093488,"about_ca_topic_score_gemma":0.00003125864,"domain_scores_codex":[0.9954193,0.0003446575,0.001909662,0.0007597874,0.001238202,0.00032836],"domain_scores_gemma":[0.9931796,0.00008502485,0.001235133,0.001636347,0.003595883,0.0002679667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001921749,0.0006216883,0.00009229598,0.007446746,0.0008130637,0.000003691881,0.0003809794,2.256756e-8,0.000006332517,0.00002257319,0.9888276,0.001592848],"study_design_scores_gemma":[0.004537408,0.0004827115,0.04951988,0.02091045,0.0009696743,0.0002291641,0.00002591258,0.000001422751,0.00002963639,0.00001899996,0.9230206,0.0002541139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001558102,0.002984963,0.000008035214,0.0472657,0.0006507353,0.002241065,0.9466375,0.00001972008,0.00003651845],"genre_scores_gemma":[0.0006813895,0.0009762017,0.0005368519,0.0006019658,0.0001947643,0.0002077452,0.9964136,0.0000315063,0.0003559847],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06580696,"threshold_uncertainty_score":0.999891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04428692363918619,"score_gpt":0.3251649305815378,"score_spread":0.2808780069423517,"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."}}