{"id":"W2073627253","doi":"10.1007/s12350-014-9906-4","title":"Do We Need PET?","year":2014,"lang":"en","type":"editorial","venue":"Journal of Nuclear Cardiology","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Medicine; Medical physics; Cardiac PET; MEDLINE; Nuclear medicine; Positron emission tomography","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":[],"consensus_categories":[],"category_scores_codex":[0.0008150731,0.0001917706,0.001229517,0.0002022916,0.0000438504,0.00001906081,0.0003200704,0.0005613359,0.000175521],"category_scores_gemma":[0.001406705,0.0001416169,0.0005720395,0.00008771002,0.0001749032,0.00002477707,0.00008370714,0.002048537,0.00009662688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008928,"about_ca_system_score_gemma":0.0002520155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003274469,"about_ca_topic_score_gemma":5.688432e-8,"domain_scores_codex":[0.998291,0.0001229752,0.0006188194,0.0001909065,0.0005491495,0.0002271096],"domain_scores_gemma":[0.9978114,0.0003735907,0.0005685632,0.0004293258,0.0005500927,0.0002669993],"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":[0.00008850452,0.00002190233,0.00001071185,0.00007553731,0.0002119236,0.0003842629,0.00001529614,6.535626e-7,0.0004007919,0.0001718699,0.9965336,0.002084894],"study_design_scores_gemma":[0.0006833231,0.0005649313,0.00002301273,0.0003676111,0.0004791089,0.002194946,0.00002500679,0.0000204449,0.000002651691,0.0005688171,0.9949571,0.0001130007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006047259,0.001451942,0.001269195,0.03201638,0.9546602,0.0002808296,0.00002954329,0.0001166775,0.00957045],"genre_scores_gemma":[0.003548854,0.00548614,0.007991719,0.0004399079,0.9819189,0.000003288462,0.00001908276,0.0000759359,0.000516168],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03157648,"threshold_uncertainty_score":0.8899989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502285947232754,"score_gpt":0.3149795918164718,"score_spread":0.2999567323441443,"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."}}