{"id":"W2005050632","doi":"10.1051/medsci/200723181","title":"Nouveautés sur le rétrécissement valvulaire aortique","year":2007,"lang":"fr","type":"article","venue":"médecine/sciences","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Cegep de Sainte Foy","funders":"","keywords":"Medicine; Gynecology","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":[0.001787642,0.0004300845,0.0005825406,0.0002593028,0.0006514917,0.0001284267,0.0003409567,0.000181441,0.0008579667],"category_scores_gemma":[0.000236329,0.0003705445,0.00111329,0.001110939,0.0008553522,0.0004997063,0.000152982,0.0002074193,0.0006164014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003285214,"about_ca_system_score_gemma":0.001033077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003620734,"about_ca_topic_score_gemma":0.0002185961,"domain_scores_codex":[0.9960284,0.00008942079,0.0006455773,0.0008245106,0.001124398,0.001287734],"domain_scores_gemma":[0.9982872,0.0003132402,0.0001850228,0.0004360083,0.0001637443,0.0006148083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001602331,0.003810634,0.8472731,0.0002715737,0.0009301907,0.0005495329,0.0004879791,0.0002826512,0.0007286334,0.04710024,0.01442024,0.08398503],"study_design_scores_gemma":[0.004250017,0.001365147,0.9460818,0.0007830782,0.0009884114,0.00007435015,0.002361098,0.0003431284,0.001533844,0.002389846,0.03929346,0.0005358414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8382494,0.08225282,0.001461365,0.007749443,0.005492653,0.0008331389,0.00007883768,0.0001204421,0.06376186],"genre_scores_gemma":[0.9817056,0.001281928,0.0009981045,0.001236473,0.001254155,0.00002139725,0.00002761211,0.00003880021,0.01343591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1434562,"threshold_uncertainty_score":0.9998747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0325926582973643,"score_gpt":0.3758069244513356,"score_spread":0.3432142661539713,"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."}}