{"id":"W3014175135","doi":"10.1016/j.jaccas.2020.01.013","title":"Clinical Pulp Fiction","year":2020,"lang":"en","type":"article","venue":"JACC Case Reports","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Tamponade; Cardiopulmonary bypass; Median sternotomy; Endoscopy; Radiology; Cardiac tamponade; Radiography; Esophagus; Surgery; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004368479,0.0001127281,0.0003305598,0.00003155566,0.00005044768,0.00001146841,0.00001502068,0.0001453224,0.001116604],"category_scores_gemma":[0.003268946,0.00009228157,0.0001956525,0.0001845724,0.00009036477,0.00006014528,0.00004374702,0.0003312496,0.00008721098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003465734,"about_ca_system_score_gemma":0.0001595535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004000662,"about_ca_topic_score_gemma":0.000002055789,"domain_scores_codex":[0.998333,0.00004040204,0.0007098198,0.0003822529,0.0003482457,0.0001862924],"domain_scores_gemma":[0.9986417,0.0001047218,0.0001758279,0.0003400628,0.0000856433,0.0006520488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001065541,0.000111601,0.03028239,0.00007159603,0.00003550019,0.881856,0.00006644798,9.022295e-7,0.0002127405,0.00003248759,0.07311507,0.01410872],"study_design_scores_gemma":[0.000764229,0.0008236443,0.008974425,0.00005954087,0.0002143975,0.7675425,0.0001850242,0.0006625812,0.0008250552,0.00008074769,0.2197062,0.000161686],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718261,0.0002408656,0.0003386046,0.003388874,0.0005915434,0.0003413498,0.000002833649,0.000243311,0.0230265],"genre_scores_gemma":[0.993539,0.00001970346,0.0006481926,0.003701261,0.001657226,0.00001123565,0.00003007094,0.00002303687,0.0003702334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1465911,"threshold_uncertainty_score":0.9997965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07821742248104016,"score_gpt":0.3699473151056087,"score_spread":0.2917298926245685,"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."}}