{"id":"W4391656160","doi":"10.1016/j.rmed.2024.107538","title":"Screening tools for the detection of clinically silent cardiac sarcoidosis","year":2024,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of Calgary; Montreal Heart Institute; University of Ottawa","funders":"Canadian Institutes of Health Research; Sykehuset i Vestfold","keywords":"Medicine; Internal medicine; Cardiology; Cardiac magnetic resonance; Sarcoidosis; Cardiac magnetic resonance imaging; Holter monitor; Cardiac sarcoidosis; Magnetic resonance imaging; Cardiomyopathy; Electrocardiography; Transthoracic echocardiogram; Positron emission tomography; Radiology; Heart failure","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001452442,0.0007315477,0.0008706026,0.003603778,0.0004121236,0.00131643,0.00067976,0.001221176,0.001634853],"category_scores_gemma":[0.005125594,0.000312095,0.0004376009,0.00075987,0.0003988074,0.0008186997,0.0004137864,0.001036372,0.0004605036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003667772,"about_ca_system_score_gemma":0.0004690751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001158671,"about_ca_topic_score_gemma":0.001339504,"domain_scores_codex":[0.9991697,0.0002917233,0.00008222268,0.0001073649,0.0002230908,0.0001259842],"domain_scores_gemma":[0.997122,0.001543821,0.0005134488,0.00008526931,0.0004635281,0.0002718473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002060402,0.0007588225,0.8354599,0.0005302082,0.0001993858,0.00221493,0.000324095,0.0002629027,0.02589597,0.0006104168,0.002785304,0.1288975],"study_design_scores_gemma":[0.0002415467,0.0041852,0.9380227,0.0007052531,0.0008270929,0.01750473,0.001247836,0.005866942,0.02180043,0.002189196,0.007323938,0.00008519942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9398484,0.04180429,0.005719527,0.002129814,0.0003751458,0.0001200865,0.000565482,0.0002990434,0.009138319],"genre_scores_gemma":[0.9919044,0.002774688,0.003682799,0.0003292971,0.0001473753,0.0000304598,0.000181237,0.000009217959,0.000940669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003603778,"threshold_uncertainty_score":0.00768137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1623577874276137,"score_gpt":0.4171625006429967,"score_spread":0.254804713215383,"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."}}