{"id":"W1991431055","doi":"10.3113/fai.2011.0239","title":"Automated Cuff Occlusion Pressure Effect on Quality of Operative Fields in Foot and Ankle Surgery: A Randomized Prospective Study","year":2011,"lang":"en","type":"article","venue":"Foot & Ankle International","topic":"Blood transfusion and management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada)","funders":"","keywords":"Medicine; Tourniquet; Ankle; Cuff; Occlusion; Randomized controlled trial; Surgery; Prospective cohort study; Anesthesia; Foot and ankle 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":[0.001310099,0.0001580145,0.0006429572,0.0002362488,0.00003669452,0.0000127811,0.00008905931,0.000074263,0.0003644514],"category_scores_gemma":[0.0003903664,0.0001170694,0.000122606,0.0001298074,0.00007312957,0.00007497611,0.00008959915,0.0001756919,0.00000479122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003226347,"about_ca_system_score_gemma":0.00003608507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112023,"about_ca_topic_score_gemma":0.0004915087,"domain_scores_codex":[0.9983196,0.0003726931,0.0004672565,0.0003086176,0.0004085744,0.0001232876],"domain_scores_gemma":[0.9990708,0.000435659,0.0001234374,0.0001645478,0.0001515651,0.00005404616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1815044,0.007632437,0.7764629,0.0002895968,0.002412457,0.0001630777,0.01557679,0.00001980652,0.0009222628,0.01002735,0.001260537,0.003728436],"study_design_scores_gemma":[0.09585399,0.001799698,0.8946928,0.0002301695,0.0001886523,0.000006757967,0.0004695673,0.001572952,0.004567383,0.000334496,0.000125167,0.0001583006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860871,0.00006804214,0.00009917848,0.0003195688,0.0003030749,0.002633486,0.0000148543,0.00008433482,0.01039038],"genre_scores_gemma":[0.9990672,0.00002358547,0.00008671892,0.0001350547,0.00003626475,0.0001730446,0.00001902072,0.00001100131,0.0004481379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.11823,"threshold_uncertainty_score":0.477395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02668364993413605,"score_gpt":0.3308718305758698,"score_spread":0.3041881806417338,"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."}}