{"id":"W3214034392","doi":"","title":"Vascular Disorders of the Upper Extremity","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002633673,0.00007250455,0.0002283384,0.0001318899,0.00005227337,0.00000915599,0.0001029863,0.0000270184,0.004160867],"category_scores_gemma":[0.00006982739,0.0000488769,0.000388498,0.0001782008,0.00009908563,0.0000711851,0.000004424752,0.0001145495,0.000009484634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009186638,"about_ca_system_score_gemma":0.0007915831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001236013,"about_ca_topic_score_gemma":0.002118189,"domain_scores_codex":[0.9992052,0.00004630768,0.0002934503,0.00006331081,0.000202129,0.0001895946],"domain_scores_gemma":[0.9991782,0.00003199273,0.00009121888,0.0002165452,0.00005895235,0.0004231011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000263543,0.00003499641,0.9005517,0.00004119907,0.0001356949,0.00009345187,0.0001246073,0.00005454982,0.0000397773,0.00001602695,0.03090291,0.0679787],"study_design_scores_gemma":[0.000175748,0.000009204007,0.8033639,0.0001432138,0.00008047661,0.00003425944,0.00005840868,0.00001155952,0.00002292267,0.00008922885,0.1959631,0.00004798521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901723,0.0009510953,0.000004840477,0.003548647,0.0002454625,0.00007077027,0.000005340377,0.000002197123,0.0049993],"genre_scores_gemma":[0.9978492,0.000136214,0.00002138317,0.001004804,0.00009154867,7.938026e-7,9.687117e-7,0.000009492653,0.0008856445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1650602,"threshold_uncertainty_score":0.9967495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427188972829901,"score_gpt":0.2064029286020179,"score_spread":0.1921310388737189,"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."}}