{"id":"W3082967289","doi":"10.1016/j.jtcvs.2020.06.114","title":"The disproportionate success of the disproportionate concept","year":2020,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Abbott Vascular; Ministère des Affaires Sociales et de la Santé","keywords":"Medicine","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":[0.01391617,0.0006784717,0.001519763,0.000970177,0.00584995,0.008587864,0.00192266,0.07805994,0.007950689],"category_scores_gemma":[0.06746553,0.0007418363,0.0008470269,0.0006267304,0.01594577,0.008862345,0.004920733,0.0810921,0.003755819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006224642,"about_ca_system_score_gemma":0.006938113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002701774,"about_ca_topic_score_gemma":0.004966718,"domain_scores_codex":[0.9854114,0.006158982,0.0009324523,0.001818247,0.004033854,0.001645081],"domain_scores_gemma":[0.9589025,0.02848022,0.00188072,0.001545677,0.003485915,0.005704883],"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":[0.00009780947,0.00007189411,0.001096454,0.00007199826,0.00004957196,0.002747545,0.0007079378,0.0001712324,0.0002319429,0.1424971,0.8402726,0.01198396],"study_design_scores_gemma":[0.0001569874,0.00006791738,0.001045033,0.0004221734,0.00003635286,0.004555605,0.0009141036,0.0009251787,0.0002574533,0.2020798,0.7894185,0.0001208799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004394823,0.0009916442,0.000172139,0.9851151,0.007515172,0.000002924768,0.000007035503,0.000005387187,0.00575113],"genre_scores_gemma":[0.01107291,0.000688683,0.0002584473,0.942882,0.03974747,0.00002042114,0.000006181326,0.0000206885,0.005303205],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07805994,"threshold_uncertainty_score":0.0735966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01552793045670185,"score_gpt":0.3041043824241461,"score_spread":0.2885764519674442,"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."}}