{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004189933,0.0003140048,0.0005350265,0.0007616742,0.0004965459,0.0004377661,0.0003489048,0.0004395412,0.004339334],"category_scores_gemma":[0.001200293,0.0000827492,0.0004735687,0.0004344733,0.0004761837,0.0002371215,0.0004239633,0.0009322735,0.00160708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002750205,"about_ca_system_score_gemma":0.0005092665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002419609,"about_ca_topic_score_gemma":0.000523156,"domain_scores_codex":[0.9996812,0.00006219307,0.00002718222,0.00006150685,0.0001091258,0.00005873807],"domain_scores_gemma":[0.9997383,0.00008268304,0.00004649919,0.00003359278,0.00003793644,0.00006108077],"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":[0.0007122853,0.0007518319,0.02508374,0.001104837,0.000254875,0.008415245,0.0002293384,0.0001843563,0.02530503,0.004047391,0.01877435,0.9151366],"study_design_scores_gemma":[0.00122238,0.00724971,0.1847423,0.001894449,0.0006030554,0.242998,0.000467593,0.001968554,0.05922596,0.009016216,0.4904782,0.0001336696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2754899,0.4776575,0.04734457,0.01310928,0.004023528,0.0005830463,0.0006454709,0.001281166,0.1798655],"genre_scores_gemma":[0.8514076,0.1007955,0.01293729,0.005008256,0.004801382,0.0001804829,0.0006906461,0.0001226923,0.02405608],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004339334,"threshold_uncertainty_score":0.01451653,"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."}}