{"id":"W3180220027","doi":"10.1007/s11886-021-01554-8","title":"Strategies for Recovering an Embolized Percutaneous Device","year":2021,"lang":"en","type":"review","venue":"Current Cardiology Reports","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Percutaneous; Radiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002321259,0.0006194403,0.004640504,0.0001417504,0.0001050457,0.00006261304,0.00007544373,0.0004147625,0.00003743953],"category_scores_gemma":[0.0001709645,0.000505837,0.006823779,0.0001529112,0.00006471566,0.0000774928,0.00008228236,0.0003439086,0.0000110763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002464329,"about_ca_system_score_gemma":0.001863038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007967651,"about_ca_topic_score_gemma":7.611405e-7,"domain_scores_codex":[0.9970767,0.0002137131,0.0009188749,0.001100208,0.0002020759,0.0004883523],"domain_scores_gemma":[0.9976705,0.0001482318,0.000478491,0.001100174,0.0002820824,0.0003204702],"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":[0.00002798966,0.0001173046,0.0006208431,0.01619626,0.005252062,0.008533154,0.00002167641,0.000005611033,4.689288e-7,0.00004903401,0.001171626,0.968004],"study_design_scores_gemma":[0.000250045,0.000147049,0.00008201154,0.006119706,0.02132064,0.04350013,0.00007724923,9.725587e-7,7.004483e-8,0.00007990924,0.9280293,0.0003928928],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005635456,0.9916159,0.00009663549,0.000002957273,0.004185545,0.001997535,0.0002306376,0.0001190343,0.001188207],"genre_scores_gemma":[0.0005765068,0.9900225,0.0001222608,0.00001524617,0.001341796,0.000656102,0.007065129,0.0001077843,0.00009268798],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9676111,"threshold_uncertainty_score":0.9997393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103282435581817,"score_gpt":0.4718902231471195,"score_spread":0.3686077875653024,"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."}}