{"id":"W1981566420","doi":"10.1016/s1067-2516(03)70004-0","title":"Survey of tourniquet use in podiatric surgery","year":2003,"lang":"en","type":"article","venue":"The Journal of Foot & Ankle Surgery","topic":"Blood transfusion and management","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Providence Health Care","funders":"","keywords":"Medicine; Tourniquet; Ankle; Cuff; Thigh; Surgery; Foot (prosody); Foot and ankle surgery; Bandage; Podiatry; Deep vein; Anesthesia; Thrombosis","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":[0.008221291,0.000133487,0.0007077615,0.0006505835,0.00003190196,0.00001148948,0.00009001783,0.00006511916,0.0001999848],"category_scores_gemma":[0.001565245,0.00008710381,0.0003068567,0.0007920464,0.00005337228,0.0001365685,0.00001632244,0.0003237879,0.000004610588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000341582,"about_ca_system_score_gemma":0.0003484496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004806271,"about_ca_topic_score_gemma":0.0002686234,"domain_scores_codex":[0.9973891,0.0008477721,0.000986391,0.00008596692,0.0004407381,0.0002500128],"domain_scores_gemma":[0.9957617,0.003089839,0.0004606422,0.000273795,0.0002876677,0.0001263368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006854263,0.0005912216,0.9579158,0.0000990765,0.000155171,0.0002151359,0.0001310191,0.00001739786,0.0004214213,0.0000462966,0.03555644,0.004165631],"study_design_scores_gemma":[0.0005651444,0.00008572685,0.9913675,0.0001965319,0.0001523477,0.0002188262,0.00009012518,0.00000306849,0.002260874,0.0000649135,0.004898075,0.00009682005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995766,0.00215249,0.0001032828,0.0006877861,0.0005056537,0.0001592233,0.000004392699,0.000007151897,0.0006139725],"genre_scores_gemma":[0.9956205,0.003443672,0.00005805745,0.000464526,0.00005039811,0.000001037758,0.000002681415,0.00001821398,0.0003408731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03345179,"threshold_uncertainty_score":0.355199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07053817517435139,"score_gpt":0.2720635029831948,"score_spread":0.2015253278088434,"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."}}