{"id":"W1996917498","doi":"10.1016/j.jacc.2003.10.022","title":"Meeting highlights of the 14th annual scientific sessions of the american society of echocardiography: june 11 to 14, 2003, in las vegas, nevada","year":2003,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Las vegas; General surgery; Pathology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005964023,0.0001681543,0.001195304,0.0003437495,0.000394347,0.00001048283,0.002116097,0.00008243576,0.000004949708],"category_scores_gemma":[0.002296311,0.00009331051,0.00109267,0.008134597,0.006939995,0.00009576747,0.0003858572,0.0005084925,2.264249e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001746877,"about_ca_system_score_gemma":0.001651147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001482422,"about_ca_topic_score_gemma":0.0007061569,"domain_scores_codex":[0.9932721,0.003550007,0.0009867951,0.0002347153,0.001472801,0.0004835993],"domain_scores_gemma":[0.9942895,0.0007917631,0.002360964,0.0007767651,0.001662061,0.0001189854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004627504,0.0003647885,0.5377992,0.00008483248,0.001028032,0.00002951188,0.005497167,0.008822623,0.0583897,0.006884898,0.3796326,0.001003905],"study_design_scores_gemma":[0.001600077,0.00136824,0.4132193,0.001139116,0.0004713114,0.0001900296,0.1008295,0.00005077896,0.06667043,0.004086397,0.4097363,0.0006385656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869624,0.0001814201,0.0001054307,0.008416883,0.001166785,0.0005648495,0.0001653057,0.000006489558,0.002430373],"genre_scores_gemma":[0.9970319,0.0002332897,0.002072902,0.0001254734,0.0001171099,0.000008084863,1.216805e-7,0.00001580851,0.0003952922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1245799,"threshold_uncertainty_score":0.9957625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03269420433747944,"score_gpt":0.3581240066392476,"score_spread":0.3254298023017682,"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."}}