{"id":"W4298242923","doi":"10.37549/ar1818","title":"Cardiac CT, MR, SPECT, ECHO, and PET: What test, when?","year":2011,"lang":"en","type":"article","venue":"Applied Radiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Echo (communications protocol); Nuclear medicine; Medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02145331,0.002382276,0.006674272,0.004306878,0.001625297,0.00932223,0.003252029,0.01188506,0.005473312],"category_scores_gemma":[0.04564648,0.001592997,0.002085156,0.00274151,0.005899413,0.01508025,0.001260254,0.01073661,0.00396348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003423413,"about_ca_system_score_gemma":0.005728503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051529,"about_ca_topic_score_gemma":0.02399451,"domain_scores_codex":[0.9915746,0.003357806,0.001387554,0.000705654,0.002422928,0.0005513403],"domain_scores_gemma":[0.964905,0.0202406,0.002814752,0.001100134,0.007145014,0.003794395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002006137,0.001563754,0.1718005,0.003383497,0.001202757,0.004408421,0.0006802403,0.001773273,0.004361544,0.007912681,0.1285887,0.6723186],"study_design_scores_gemma":[0.001446778,0.004760179,0.1910043,0.03266979,0.004712247,0.04671193,0.02416279,0.01936612,0.01633172,0.2234528,0.4326052,0.002776073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.03558689,0.4629556,0.02560744,0.4376032,0.01178687,0.000312499,0.0011777,0.0008735892,0.02409614],"genre_scores_gemma":[0.3868668,0.3155697,0.09773688,0.132514,0.04977726,0.0007249253,0.001208634,0.0008405573,0.01476116],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02145331,"threshold_uncertainty_score":0.1134573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401124061784838,"score_gpt":0.2309436202154702,"score_spread":0.2169323795976218,"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."}}