{"id":"W2522530912","doi":"10.1177/1526602816671135","title":"Puncturing Plaques","year":2016,"lang":"en","type":"article","venue":"Journal of Endovascular Therapy","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Magnetic resonance imaging; Thrombus; Radiology; Soft tissue; Lesion; Popliteal artery; Nuclear medicine; Pathology; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0002983744,0.0001071197,0.0002659248,0.0001130628,0.00002489841,0.00001449035,0.0001064682,0.00002617593,0.0006370154],"category_scores_gemma":[0.00003713145,0.00005083469,0.000398325,0.00006013713,0.00003006844,0.0001564415,0.00001543343,0.00007242039,0.00002940114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007487064,"about_ca_system_score_gemma":0.00003991892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001464517,"about_ca_topic_score_gemma":3.373242e-7,"domain_scores_codex":[0.9990392,0.00004414235,0.0002840696,0.00009126346,0.0003863028,0.0001550319],"domain_scores_gemma":[0.9993677,0.00002671262,0.0001320149,0.0002195274,0.0001130327,0.0001410147],"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":[0.001305483,0.0004482347,0.01500534,0.00003735417,0.001706247,0.001078019,0.0001918758,0.000009274061,0.3525734,0.0002321862,0.004326003,0.6230866],"study_design_scores_gemma":[0.01604106,0.001400183,0.1613042,0.0005581687,0.0002231381,0.001060131,0.00007122131,0.000007454954,0.1080765,0.001092162,0.7099131,0.0002527333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867793,0.003580811,0.004580054,0.003220257,0.0002322232,0.0001479614,7.68676e-7,0.00002443042,0.001434234],"genre_scores_gemma":[0.9940708,0.002746064,0.001052516,0.001044766,0.0004804272,0.000002936601,3.173534e-7,0.00001883246,0.0005833806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7055871,"threshold_uncertainty_score":0.6974872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005323816338993,"score_gpt":0.2601710263814437,"score_spread":0.2401177882180538,"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."}}