{"id":"W4313196637","doi":"10.5114/aic.2022.120974","title":"The PENUMBRA Lightning 12 system for treatment of acute intermediate-high pulmonary embolism. Initial experience in Pulmonary Circulation Center Krakow, Poland","year":2022,"lang":"en","type":"article","venue":"Advances in Interventional Cardiology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Penumbra; Pulmonary embolism; Cardiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003166576,0.0001714457,0.0006351994,0.0002173312,0.0001591734,0.000008882219,0.0001772511,0.00005170835,0.00004366921],"category_scores_gemma":[0.00002014083,0.0001381081,0.0003328793,0.0001373674,0.000124723,0.0001486857,0.0001568084,0.00009915818,0.000001829441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004852922,"about_ca_system_score_gemma":0.00003673189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008452556,"about_ca_topic_score_gemma":0.00004952492,"domain_scores_codex":[0.9982121,0.0002197508,0.0006598777,0.0003635176,0.0002278995,0.0003168793],"domain_scores_gemma":[0.9992347,0.0002191285,0.0002211034,0.0002320027,0.00005201342,0.00004102859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00726379,0.004878989,0.8453153,0.001316436,0.002171776,0.002612756,0.004067121,0.01071551,0.003066159,0.04685192,0.0001952831,0.07154498],"study_design_scores_gemma":[0.004403184,0.002584674,0.9579968,0.00045531,0.0002940817,0.0008528763,0.005290286,0.0015586,0.0002804298,0.002157811,0.02381372,0.0003122362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891114,0.004208626,0.0004766723,0.0002718153,0.002249286,0.001206742,0.0002009821,0.00002426467,0.002250227],"genre_scores_gemma":[0.9963498,0.0008590966,0.00005780709,0.0000445092,0.0002540561,0.001999795,0.0003532053,0.00001917489,0.00006261601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1126815,"threshold_uncertainty_score":0.5631883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02276947724549247,"score_gpt":0.3315751134358948,"score_spread":0.3088056361904023,"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."}}