{"id":"W3106980535","doi":"10.1594/ranzcr2011/r-0108","title":"Pictorial Review of Normal Pericardial Recesses and Their Potential to Simulate Pathology","year":2011,"lang":"en","type":"article","venue":"European Society of Radiology","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Anatomy; Pathology; Medicine","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":[0.0007776594,0.001256127,0.001064543,0.007687546,0.0005194083,0.001423918,0.001497071,0.002265245,0.02538284],"category_scores_gemma":[0.00197792,0.0005212814,0.0007752185,0.002721194,0.0009898989,0.00259871,0.000766464,0.002800384,0.02216441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000747433,"about_ca_system_score_gemma":0.0005187226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001122437,"about_ca_topic_score_gemma":0.001552177,"domain_scores_codex":[0.999447,0.0001230257,0.00009958134,0.00008093737,0.000202524,0.00004683143],"domain_scores_gemma":[0.9982968,0.0007116825,0.000233179,0.00007072761,0.0005702334,0.0001173479],"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":[0.0001367874,0.00004343885,0.0004231076,0.003932597,0.00003615757,0.006179873,0.00006938432,0.00044025,0.003366192,0.003295519,0.7982965,0.1837802],"study_design_scores_gemma":[0.00001258621,0.00006089449,0.00126405,0.001022672,0.00002408703,0.03924409,0.0000417686,0.0001476879,0.0003779687,0.0008152637,0.9569586,0.00003024454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001472316,0.8856951,0.005721886,0.01326546,0.03555611,0.0001673564,0.001018904,0.0006329849,0.05646992],"genre_scores_gemma":[0.01712069,0.8126977,0.0101172,0.01855556,0.05281738,0.0003795935,0.002273609,0.0001834554,0.0858548],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02538284,"threshold_uncertainty_score":0.08491409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148028801843829,"score_gpt":0.2604255144368423,"score_spread":0.2456226342524594,"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."}}