{"id":"W4231188484","doi":"10.1016/j.hrthm.2018.03.028","title":"B-PO05-001 to B-PO05-240","year":2018,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Drexel University; London Health Sciences Centre; University of Minnesota","keywords":"Medicine; Internal medicine; Cardiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001205708,0.001717573,0.001055043,0.001475899,0.00167097,0.002173488,0.001596626,0.00435418,0.7825304],"category_scores_gemma":[0.003110784,0.0005072039,0.001081646,0.0006744177,0.00126563,0.001092255,0.002500546,0.002498681,0.621485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001654178,"about_ca_system_score_gemma":0.002499086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001170866,"about_ca_topic_score_gemma":0.001401124,"domain_scores_codex":[0.9993105,0.0000935578,0.00004745612,0.0002127615,0.0001453607,0.0001904306],"domain_scores_gemma":[0.9977646,0.0003005445,0.0001509754,0.0002030187,0.0003903996,0.001190509],"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":[0.004599721,0.002530664,0.002697692,0.0006510783,0.0001115527,0.00150711,0.0001575885,0.000465895,0.02218111,0.01421298,0.5913018,0.3595828],"study_design_scores_gemma":[0.0008751823,0.001041726,0.005267835,0.0003536862,0.00003558443,0.001074538,0.00008766061,0.0004004562,0.002869117,0.002958217,0.9850115,0.0000245494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009083283,0.002359448,0.002594696,0.01328382,0.01602174,0.001535339,0.0110761,0.001826105,0.9422193],"genre_scores_gemma":[0.02131005,0.000620461,0.001693818,0.00384388,0.002664024,0.000541187,0.004564849,0.000516202,0.9642456],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7825304,"threshold_uncertainty_score":0.310194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167877290158448,"score_gpt":0.3054626053443224,"score_spread":0.2886748763284776,"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."}}