{"id":"W6926284104","doi":"10.25384/sage.c.5462550","title":"Canadian Trends in Free Flap Management for Microsurgical Lower Limb Reconstruction","year":2021,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lower limb; Free flap; Microsurgery; Perioperative; Free flap reconstruction; Evidence-based medicine; Sports medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008873356,0.0002543806,0.0001549335,0.001730303,0.001485008,0.0008187566,0.0011147,0.0004301101,0.008004221],"category_scores_gemma":[0.003454441,0.0001702549,0.0003494365,0.004121735,0.0006655424,0.0004331258,0.0005236162,0.0008286849,0.0004546339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02450946,"about_ca_system_score_gemma":0.03967778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.963507,"about_ca_topic_score_gemma":0.9805409,"domain_scores_codex":[0.9986833,0.00006600501,0.00007040646,0.0001231739,0.0007729065,0.0002843467],"domain_scores_gemma":[0.9929436,0.0003197286,0.001499936,0.00007019595,0.003355354,0.001811113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001507973,0.0001188488,0.7833324,0.0009475568,0.00008752731,0.0006211312,0.001847838,0.0005504421,0.001827197,0.001882981,0.05694691,0.1516865],"study_design_scores_gemma":[0.00002286043,0.00009434736,0.9329268,0.0005981111,0.0000539051,0.001180656,0.002972129,0.0005519519,0.0003017273,0.000166021,0.0610949,0.00003652456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8225629,0.05348154,0.001766067,0.05657128,0.000803497,0.0001742324,0.009128763,0.000234758,0.05527698],"genre_scores_gemma":[0.9584776,0.02690378,0.00250742,0.004158087,0.0001565496,0.00004850739,0.002877819,0.00003805995,0.004832197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.036493,"threshold_uncertainty_score":0.1778294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2738951029756393,"score_gpt":0.4408366418126349,"score_spread":0.1669415388369956,"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."}}