{"id":"W4232039122","doi":"10.1016/j.cjca.2017.12.015","title":"President's Page","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Cardiovascular Society","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002408001,0.00132483,0.001569407,0.002037319,0.003565516,0.006438233,0.001377882,0.01282558,0.4699814],"category_scores_gemma":[0.01118245,0.0007465289,0.001495613,0.0008970877,0.0008027993,0.002183928,0.002387576,0.007720565,0.4181118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001816324,"about_ca_system_score_gemma":0.006141054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007577701,"about_ca_topic_score_gemma":0.02934299,"domain_scores_codex":[0.9977277,0.0001644642,0.00009022248,0.0002403096,0.00133478,0.0004425413],"domain_scores_gemma":[0.9923105,0.0006519157,0.0002200762,0.0003019018,0.003205501,0.003310218],"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":[0.000009237593,0.00001542739,0.00003915304,0.00001369019,9.83114e-7,0.00002469886,0.000002257397,0.000008175481,0.00002023071,0.0001745931,0.9937092,0.0059823],"study_design_scores_gemma":[0.00002480864,0.00001985026,0.0005080267,0.00006497202,0.000003356185,0.00003729841,0.00002687631,0.00003661678,0.00002828047,0.0002994256,0.9989422,0.000008336064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006392929,0.004265588,0.0003585715,0.1399113,0.4733524,0.000487666,0.001116694,0.0008185825,0.3790499],"genre_scores_gemma":[0.0009020903,0.0009276583,0.0001647646,0.03238153,0.03583176,0.0001181395,0.0002704471,0.0001331472,0.9292704],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.5300186,"threshold_uncertainty_score":0.7560073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615585799769654,"score_gpt":0.26545963326256,"score_spread":0.2493037752648635,"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."}}