{"id":"W4394989419","doi":"10.1101/2024.04.19.24306110","title":"Patient preferences for features associated with leadless versus conventional transvenous cardiac pacemakers","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Cardiology; Internal medicine; 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":[0.001492105,0.0001979015,0.0002607959,0.0002434962,0.0001974923,0.0006916025,0.0001331762,0.0004439752,0.003866918],"category_scores_gemma":[0.008026795,0.00008490896,0.0005127259,0.0002270579,0.0003621308,0.0003669109,0.0003306299,0.0005071853,0.0002550256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002604031,"about_ca_system_score_gemma":0.0002072921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004005866,"about_ca_topic_score_gemma":0.0007843904,"domain_scores_codex":[0.9980729,0.001118254,0.0001773297,0.0001808511,0.0003234058,0.0001272975],"domain_scores_gemma":[0.9904573,0.005384044,0.00271282,0.0002795382,0.0003117999,0.0008544774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003342496,0.0009246999,0.9729125,0.00009705409,0.0001863775,0.0001622075,0.0008128591,0.0006179231,0.002379169,0.0001781533,0.0004202025,0.01796637],"study_design_scores_gemma":[0.0002625651,0.004905835,0.9861447,0.00004016821,0.0001173237,0.0008121738,0.002294093,0.002927174,0.001251728,0.0003495596,0.0008448083,0.00004996026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993191,0.00004343562,0.0001187676,0.00006386254,0.000002883344,0.000009405291,0.00005219104,0.00000182504,0.0003885794],"genre_scores_gemma":[0.9997193,0.00001881638,0.0001227803,0.00003429554,0.000003663166,0.000007652575,0.00002930389,4.086878e-7,0.00006371957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003866918,"threshold_uncertainty_score":0.01293612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04514264155317722,"score_gpt":0.3046601376876377,"score_spread":0.2595174961344605,"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."}}