{"id":"W2133482298","doi":"10.1016/j.ahj.2006.10.029","title":"Survival rates as a guide to implanted cardioverter-defibrillator replacement strategies for device recalls—Adding statistical insight to clinical intuition","year":2007,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Risk assessment; Statistics; Emergency medicine; Computer science","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":[0.1125246,0.0008861278,0.003345189,0.00479901,0.0006405525,0.003598616,0.001936518,0.00228057,0.003786335],"category_scores_gemma":[0.3063411,0.0005814498,0.00331698,0.003125799,0.002798431,0.005140016,0.001959696,0.005023242,0.0007496089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006849963,"about_ca_system_score_gemma":0.0007475398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001689575,"about_ca_topic_score_gemma":0.001824303,"domain_scores_codex":[0.919496,0.06366631,0.006256329,0.004766416,0.005383835,0.0004310472],"domain_scores_gemma":[0.3586587,0.5938348,0.01600576,0.02137705,0.008654833,0.001468997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007275304,0.0005558869,0.5918446,0.002664184,0.01748805,0.0005491482,0.007127014,0.01663618,0.00158967,0.05681039,0.05818645,0.2392732],"study_design_scores_gemma":[0.002351836,0.007660767,0.5013921,0.001872039,0.01156743,0.002617174,0.008378879,0.2060767,0.004281891,0.1865391,0.06621385,0.001048226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.341776,0.03013498,0.5578052,0.0210964,0.003327054,0.001366473,0.01148375,0.002613677,0.03039638],"genre_scores_gemma":[0.9353546,0.0008921594,0.05223487,0.005784871,0.0007992034,0.0006397811,0.00185185,0.0003673208,0.002075286],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1125246,"threshold_uncertainty_score":0.5950943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06346545521175356,"score_gpt":0.457531385992562,"score_spread":0.3940659307808085,"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."}}