{"id":"W3208554154","doi":"10.1177/2513826x211051107","title":"To Divide or Not to Divide? A Case Report Using Near-Infrared Spectroscopy to Assist With Decision Making on Timing of Division of Forehead Flaps","year":2021,"lang":"en","type":"article","venue":"Plastic Surgery Case Studies","topic":"Reconstructive Facial Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Forehead; Medicine; Perfusion; Surgery; Biomedical engineering; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000818791,0.003880476,0.001898029,0.003493743,0.003303094,0.002663984,0.002150356,0.009570756,0.001920475],"category_scores_gemma":[0.006902168,0.001788927,0.002373764,0.002205115,0.002953318,0.00402527,0.002843845,0.007468847,0.001000472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001706906,"about_ca_system_score_gemma":0.0008761649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002617326,"about_ca_topic_score_gemma":0.002934097,"domain_scores_codex":[0.9980351,0.0003097767,0.0002443963,0.0004529873,0.0002924053,0.0006652859],"domain_scores_gemma":[0.9958586,0.001580741,0.0009832632,0.000390591,0.0001838224,0.001003004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001591752,0.00003592937,0.001885016,0.00001892286,0.000009164772,0.9961506,0.0001245084,0.00006380776,0.0003839702,0.0001198948,0.0002028445,0.0009894277],"study_design_scores_gemma":[0.000005599936,0.00003131497,0.0006672845,0.00001525349,0.000008784734,0.9982735,0.0001061786,0.0002837612,0.0002472732,0.00010947,0.0002414137,0.00001020032],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383867,0.0139929,0.01836004,0.01168739,0.001658541,0.0003641435,0.000219205,0.0004700009,0.01486116],"genre_scores_gemma":[0.9826577,0.002943015,0.007048663,0.003137581,0.002092526,0.00006495143,0.00008674139,0.00007449517,0.001894415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009570756,"threshold_uncertainty_score":0.01238459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09626482696456694,"score_gpt":0.3965377071749633,"score_spread":0.3002728802103964,"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."}}