{"id":"W2386411655","doi":"10.1056/jc200603230000003","title":"Percutaneous Treatment of Valvular Heart Disease","year":2006,"lang":"en","type":"article","venue":"Journal watch","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pulmonic stenosis; Percutaneous; valvular heart disease; Stenosis; Cardiology; Heart disease; Internal medicine; Balloon; Balloon valvuloplasty; Surgery; Catheter","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003025875,0.0001239015,0.0002974621,0.0000414006,0.00007426502,0.00001677389,0.00002297046,0.0000281283,0.0001851124],"category_scores_gemma":[0.000009943139,0.00008424215,0.001141199,0.00006657327,0.00002431128,0.00003269225,0.000006166727,0.00004749417,0.00004096744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002298148,"about_ca_system_score_gemma":0.0001101538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001186907,"about_ca_topic_score_gemma":9.119034e-7,"domain_scores_codex":[0.9991783,0.00002412205,0.000223487,0.0001153169,0.0002784838,0.0001802444],"domain_scores_gemma":[0.999339,0.00001904791,0.00006244606,0.0001851676,0.00009493054,0.000299411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008191186,0.002645826,0.9749545,0.00004072231,0.0006351467,0.00304021,0.00006986978,0.00008983228,0.002284565,0.00004025036,0.01338873,0.001991162],"study_design_scores_gemma":[0.002818008,0.001107591,0.9609792,0.00007886123,0.002452722,0.002806592,0.00005016068,0.00002607365,0.0004554433,0.001169479,0.02792108,0.0001347651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908155,0.003194914,0.000007640705,0.004935645,0.0001493777,0.0001730291,0.00003512933,0.00001492303,0.0006738285],"genre_scores_gemma":[0.9956443,0.0005369353,0.0001993543,0.0001194043,0.0004269754,0.000002987755,0.00002888133,0.00001800514,0.003023173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01453236,"threshold_uncertainty_score":0.3435295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010234855331154,"score_gpt":0.3179437283531265,"score_spread":0.3077088730219725,"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."}}