{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001421162,0.001192074,0.001426663,0.00152185,0.0004118868,0.001794307,0.002232652,0.001786023,0.04455571],"category_scores_gemma":[0.01575609,0.000396534,0.001811749,0.002108449,0.0002056375,0.001116882,0.001142392,0.001400377,0.02762407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00108088,"about_ca_system_score_gemma":0.002298297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009995298,"about_ca_topic_score_gemma":0.02380316,"domain_scores_codex":[0.9986975,0.0002124583,0.0002715771,0.000400038,0.0002832951,0.0001350402],"domain_scores_gemma":[0.995079,0.001368691,0.001279208,0.0007251441,0.001056025,0.0004918796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007458228,0.00006606766,0.01463344,0.002127931,0.0004075673,0.00004509572,0.00001394535,0.0002645339,0.0001440325,0.0002551265,0.9709792,0.01031727],"study_design_scores_gemma":[0.004472657,0.0002261656,0.1139615,0.003790376,0.001391332,0.0005865851,0.0001240228,0.00206497,0.001257093,0.002292416,0.8696983,0.0001345406],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006830759,0.0001932881,0.00005899429,0.0001958664,0.0000474817,0.00002661626,0.9980457,0.00007964719,0.0006693213],"genre_scores_gemma":[0.00270333,0.0002183586,0.0003812275,0.0002244976,0.00004937511,0.0001743354,0.9950068,0.00004039479,0.00120168],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04455571,"threshold_uncertainty_score":0.1490538,"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."}}