{"id":"W3009260951","doi":"10.1016/j.hrthm.2020.03.003","title":"A longer look at preventing cardiac device infection","year":2020,"lang":"en","type":"letter","venue":"Heart Rhythm","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of British Columbia","funders":"","keywords":"Medicine; Randomized controlled trial; Intensive care medicine; Infection control; Surgery","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":[0.008601053,0.001159837,0.002866119,0.001676687,0.008295148,0.007794504,0.002951351,0.1411802,0.02522643],"category_scores_gemma":[0.05433476,0.001182462,0.002233937,0.001112808,0.004845964,0.008087191,0.004064793,0.073912,0.009284662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005132516,"about_ca_system_score_gemma":0.01080247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01146853,"about_ca_topic_score_gemma":0.01910796,"domain_scores_codex":[0.9898816,0.003666727,0.001714847,0.0009416903,0.001996899,0.001798348],"domain_scores_gemma":[0.9496415,0.0259373,0.003087356,0.001549539,0.005083391,0.01470084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001519418,0.0001644384,0.001812648,0.0001836705,0.00006013568,0.001976878,0.0002370326,0.00007052148,0.0004476079,0.003923875,0.9769154,0.01405594],"study_design_scores_gemma":[0.0005276661,0.0005209539,0.007141712,0.002510125,0.0001529857,0.002875351,0.00138878,0.0004327026,0.0003077112,0.01851883,0.9654286,0.0001946204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002900788,0.001353029,0.0000649044,0.9794863,0.01605747,0.000010163,0.00003988681,0.00001453254,0.002683669],"genre_scores_gemma":[0.001421786,0.0006215271,0.0001303295,0.9650306,0.02932678,0.00002064621,0.00002399623,0.00001148615,0.00341294],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1411802,"threshold_uncertainty_score":0.08439088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03394168776764734,"score_gpt":0.2952763634906785,"score_spread":0.2613346757230312,"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."}}