{"id":"W2903929433","doi":"10.1093/eurheartj/ehy566.p6646","title":"P6646Real life EP lab without fluoroscopy","year":2018,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Fluoroscopy; Medical physics; Nuclear medicine; Radiology","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":[0.001206927,0.0001352415,0.000288189,0.00008209853,0.0003713914,0.0000366995,0.00009234509,0.00003085375,0.0007111436],"category_scores_gemma":[0.0007899039,0.0000964736,0.0000918999,0.00009727618,0.0004470781,0.00005417878,0.00006537525,0.0006367445,0.002281033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001886684,"about_ca_system_score_gemma":0.0001044258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002684381,"about_ca_topic_score_gemma":7.545163e-7,"domain_scores_codex":[0.9985382,0.0003637228,0.0002722238,0.0001824476,0.0002898414,0.0003535789],"domain_scores_gemma":[0.9989332,0.00004959741,0.00007160495,0.0002028467,0.0001642841,0.0005784644],"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":[0.0001729305,0.0001013381,0.4234434,0.00002126097,0.00009883103,0.0009024389,0.001131237,1.382282e-7,0.004176442,0.00001946743,0.5650568,0.004875729],"study_design_scores_gemma":[0.001732305,0.001069447,0.4750939,0.0002438344,0.00009456704,0.007461517,0.0001686155,0.00004580166,0.0005895534,0.00002913615,0.5133212,0.0001501621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8169872,0.0012469,0.0009566057,0.01858613,0.00189115,0.000113699,0.00000264756,0.0001445274,0.1600712],"genre_scores_gemma":[0.9594167,0.0001629297,0.007796711,0.0177169,0.00727602,7.466668e-7,0.000002251608,0.00004595127,0.007581778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1524894,"threshold_uncertainty_score":0.9984958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07595402933152172,"score_gpt":0.3702281634390194,"score_spread":0.2942741341074977,"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."}}