{"id":"W2403506532","doi":"","title":"Are mechanical valves safe to use in older patients?","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","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":[0.001842548,0.0001660602,0.0007527952,0.0004738268,0.0005835629,0.0008978329,0.0002733334,0.002241079,0.007348991],"category_scores_gemma":[0.02861433,0.0001500606,0.0004812534,0.0004705749,0.0005739007,0.001639029,0.0002833358,0.00109127,0.001241767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002095955,"about_ca_system_score_gemma":0.0007785603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000721505,"about_ca_topic_score_gemma":0.001522844,"domain_scores_codex":[0.9992104,0.0002709685,0.0001353052,0.00005287296,0.0002387469,0.00009170842],"domain_scores_gemma":[0.9861816,0.007450348,0.003799248,0.0004005562,0.001422034,0.0007463408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004959065,0.0004203592,0.2539863,0.003948047,0.0006136862,0.004502488,0.002672803,0.0001501187,0.003623473,0.006157741,0.05396112,0.6650048],"study_design_scores_gemma":[0.001447357,0.003949901,0.6232364,0.00866137,0.001722738,0.0301569,0.01103311,0.0005151762,0.002967767,0.03028551,0.28585,0.0001736439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4705999,0.2442648,0.002906974,0.1963413,0.008100879,0.00007478868,0.00164815,0.00009503722,0.07596812],"genre_scores_gemma":[0.8822038,0.07037865,0.001825348,0.02865586,0.01216647,0.00005490478,0.000584778,0.00002304497,0.004107276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007348991,"threshold_uncertainty_score":0.02458483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03568101537124647,"score_gpt":0.276762268282543,"score_spread":0.2410812529112966,"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."}}