{"id":"W4406500749","doi":"10.1016/j.ymed.2016.08.081","title":"10.1016/j.ymed.2016.08.081","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Asymptomatic; Stenosis; Cardiology; Internal medicine; Surgery; Radiology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006451018,0.0006930676,0.0005142228,0.001043049,0.0008753673,0.00256734,0.0008319205,0.003307494,0.8760149],"category_scores_gemma":[0.002137662,0.0003154965,0.0004791195,0.0004838186,0.0007168828,0.00229768,0.001303701,0.001892095,0.8295586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007414119,"about_ca_system_score_gemma":0.001343539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001891924,"about_ca_topic_score_gemma":0.001989933,"domain_scores_codex":[0.9997521,0.00002380507,0.00002155346,0.00005262136,0.00007996162,0.00006994539],"domain_scores_gemma":[0.998742,0.0001584004,0.0001430642,0.00006554983,0.0002808838,0.000610051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002501146,0.0001992519,0.00380492,0.0003824001,0.00002454041,0.0004234269,0.0001011171,0.0001326083,0.000523452,0.003622846,0.4775368,0.5129986],"study_design_scores_gemma":[0.00004910225,0.00009569354,0.003838096,0.0007687077,0.00001910007,0.002542221,0.0002349467,0.0001115792,0.0002785849,0.003280116,0.9887631,0.00001884544],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004560679,0.02039362,0.002117414,0.02779084,0.008227868,0.0001167705,0.003675516,0.001620211,0.9314972],"genre_scores_gemma":[0.01349276,0.005611465,0.001457072,0.004350341,0.001855493,0.00006707198,0.001651283,0.0002261716,0.9712883],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1239851,"threshold_uncertainty_score":0.1768495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005554095227158008,"score_gpt":0.2392024395419512,"score_spread":0.2336483443147932,"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."}}