{"id":"W2531636646","doi":"10.1161/circep.116.004648","title":"Don’t Just Do Something, Stand There?","year":2016,"lang":"en","type":"letter","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001110378,0.0003677507,0.0009854608,0.000262225,0.0002188473,0.00003477939,0.00002024298,0.0007754661,0.0001072102],"category_scores_gemma":[0.00008399825,0.0002712668,0.0002497002,0.0001511727,0.0002115438,0.00005956173,0.00004155515,0.0007744014,0.0001132047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001353542,"about_ca_system_score_gemma":0.0001449644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009671838,"about_ca_topic_score_gemma":3.183834e-7,"domain_scores_codex":[0.99808,0.0001436629,0.0003586853,0.000637624,0.0002617573,0.0005182532],"domain_scores_gemma":[0.9988356,0.0002422645,0.0002278465,0.0004213687,0.0001946135,0.00007828309],"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":[0.0002616508,0.000006111976,0.001008408,0.0005307975,0.0009044412,0.0002907736,0.0003393056,0.00001857377,0.0318054,0.0004224052,0.9487992,0.01561297],"study_design_scores_gemma":[0.0008797165,0.000179797,0.009883435,0.0001556759,0.0002442846,0.001139417,0.00002124746,0.00001514548,0.00008930245,0.001571457,0.9854717,0.0003487669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3011753,0.02500311,0.002601763,0.6095216,0.001927755,0.00128012,0.0001108169,0.0005668245,0.05781274],"genre_scores_gemma":[0.7277542,0.004644373,0.0001707168,0.2265111,0.03268493,0.00006454749,0.0003211082,0.0001647857,0.007684226],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4265789,"threshold_uncertainty_score":0.999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02054248488476562,"score_gpt":0.2762981659576165,"score_spread":0.2557556810728509,"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."}}