{"id":"W4220901058","doi":"10.1016/s0735-1097(22)02307-5","title":"SELECTION OF REFERENCE REGION FOR QUANTITATION OF 99MTC-PYROPHOSPHATE UPTAKE IN CARDIAC AMYLOIDOSIS","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Cardiac amyloidosis; Pyrophosphate; Selection (genetic algorithm); Amyloidosis; Nuclear medicine; Internal medicine; Biochemistry; Artificial intelligence","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":[0.006454365,0.0008773734,0.001383011,0.002774611,0.0009060364,0.002718041,0.001748184,0.002288841,0.001566156],"category_scores_gemma":[0.01070092,0.0006682579,0.0007818901,0.00160655,0.0007366328,0.0005821327,0.0006347668,0.0009803786,0.001105021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009741051,"about_ca_system_score_gemma":0.0009724661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004878632,"about_ca_topic_score_gemma":0.003573965,"domain_scores_codex":[0.9959687,0.001418205,0.00040388,0.00113658,0.0007769148,0.0002956521],"domain_scores_gemma":[0.9955421,0.001626768,0.0003606088,0.0006036692,0.001712989,0.0001537556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01430387,0.001089578,0.1846892,0.001100398,0.0009418915,0.00549449,0.002506745,0.00468218,0.5721774,0.005647513,0.005180416,0.2021863],"study_design_scores_gemma":[0.0009502125,0.002808332,0.2553388,0.0006700433,0.002282512,0.01395091,0.0007166523,0.03659844,0.6576814,0.003726077,0.02503712,0.0002395346],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8410822,0.02484748,0.1170724,0.0008334331,0.0006730186,0.0004293932,0.002275962,0.002567877,0.01021833],"genre_scores_gemma":[0.9086601,0.001840438,0.08258893,0.0005837644,0.00008825959,0.0006027435,0.00265146,0.0005192471,0.002465006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006454365,"threshold_uncertainty_score":0.03413433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819317470478201,"score_gpt":0.2770208383918461,"score_spread":0.2588276636870641,"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."}}