{"id":"W1980202491","doi":"10.2214/ajr.13.11689","title":"CT of the Bronchopulmonary Veins in Patients With Superior Vena Cava or Left Brachiocephalic Vein Obstruction","year":2014,"lang":"en","type":"article","venue":"American Journal of Roentgenology","topic":"Vascular anomalies and interventions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Medicine; Superior vena cava; Brachiocephalic vein; Vein; Vena cava; Radiology; Persistent left superior vena cava; Pulmonary vein; Surgery; Cardiology","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":[0.0001304095,0.000100922,0.0004201497,0.000157604,0.00003886464,0.000003732159,0.0001521884,0.00002128303,0.00013755],"category_scores_gemma":[0.00009560987,0.00005736911,0.0002012206,0.0002014762,0.0003179077,0.00006858884,0.00003397094,0.0002381427,0.000002329909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007398878,"about_ca_system_score_gemma":0.00008275957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001845247,"about_ca_topic_score_gemma":0.000136745,"domain_scores_codex":[0.998898,0.0001668504,0.0004468328,0.0001053763,0.000203518,0.0001793647],"domain_scores_gemma":[0.9990969,0.00002625677,0.0004443919,0.0002289359,0.0001379558,0.00006555528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008120612,0.0005506665,0.9682712,0.00002475425,0.0001969004,0.00002120793,0.0002746249,0.00009967501,0.0003720469,0.0000371995,0.00006797521,0.02927169],"study_design_scores_gemma":[0.002118462,0.009010645,0.9840249,0.0001450347,0.0001262338,0.0009407816,0.000555701,0.00002403055,0.0002377447,0.00001742335,0.002741048,0.00005793811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984549,0.000105651,0.000108999,0.0008841441,0.0002221852,0.0001144411,0.000003765528,0.000003438768,0.0001024382],"genre_scores_gemma":[0.9992799,0.00002965516,0.0003246171,0.0001950413,0.00005908201,0.000001055358,0.000003312026,0.00001562829,0.00009176655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02921375,"threshold_uncertainty_score":0.2339444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004134900802735052,"score_gpt":0.2160104798474602,"score_spread":0.2118755790447251,"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."}}