{"id":"W2531723129","doi":"10.1016/j.cjca.2015.07.658","title":"IDENTIFYING VASCULAR COMPLICATIONS AND IMPROVING OUTCOMES FOR TAVI PATIENTS","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Antiplatelet Therapy and Cardiovascular Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Incidence (geometry); Aortic valve replacement; Retrospective cohort study; Cohort; Academic institution; Population; Emergency medicine; Surgery; Intensive care medicine; Internal medicine; Stenosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00160748,0.000653212,0.0008226394,0.001366063,0.00108724,0.002116071,0.0006550539,0.001282246,0.002360774],"category_scores_gemma":[0.009358378,0.000315439,0.001552954,0.001392913,0.0002609874,0.001226169,0.0009186167,0.002329574,0.0003374355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007956799,"about_ca_system_score_gemma":0.001860082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007609697,"about_ca_topic_score_gemma":0.02270417,"domain_scores_codex":[0.9985949,0.0003490025,0.000259887,0.0002118752,0.0002934082,0.0002908817],"domain_scores_gemma":[0.9963477,0.001091229,0.001334276,0.0001646624,0.0005982824,0.0004638502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00015065,0.000209995,0.9862472,0.00003860697,0.0001569721,0.00007208419,0.00007268594,0.0001005034,0.00007755758,0.00009504584,0.0007992175,0.01197945],"study_design_scores_gemma":[0.00004037782,0.0003307596,0.994476,0.0001307982,0.0006294872,0.0004221571,0.0005521195,0.001190321,0.0002465267,0.0009348185,0.001016259,0.00003039257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836937,0.003585402,0.001030718,0.003329287,0.0001770297,0.00006127734,0.001014633,0.00003514421,0.007072921],"genre_scores_gemma":[0.9937304,0.001768192,0.001865085,0.0005927632,0.0002919215,0.00003112125,0.001016664,0.00001011379,0.0006938695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007609697,"threshold_uncertainty_score":0.01513082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03735152508777929,"score_gpt":0.2748545156861732,"score_spread":0.2375029905983939,"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."}}