{"id":"W4403158091","doi":"10.1002/hed.27954","title":"Intraoperative Real‐Time Image‐Guided Fibular Harvest and Mandibular Reconstruction: A Feasibility Study on Cadaveric Specimens","year":2024,"lang":"en","type":"article","venue":"Head & Neck","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Vancouver Coastal Health Research Institute; Terry Fox Research Institute; Michael Smith Health Research BC","keywords":"Cadaveric spasm; Mandible (arthropod mouthpart); Fibula; Medicine; Fixation (population genetics); Projection (relational algebra); Orthodontics; Surgery; Computer science; Tibia; Algorithm; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.002557024,0.0005242859,0.0002019328,0.0005707665,0.0002359058,0.000257622,0.0004910544,0.0004233336,0.00302777],"category_scores_gemma":[0.0009577465,0.0003983931,0.000374486,0.0001958735,0.0006998049,0.0003256959,0.0003080114,0.0003365602,0.0005733502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903178,"about_ca_system_score_gemma":0.0004315134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005677904,"about_ca_topic_score_gemma":0.001323119,"domain_scores_codex":[0.9995704,0.0001131461,0.00004132754,0.0000945959,0.0001334349,0.0000470164],"domain_scores_gemma":[0.9990758,0.0002989731,0.0001030613,0.0003300588,0.0001454627,0.00004674568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001573567,0.001038263,0.02222312,0.0004188291,0.00009917175,0.003798944,0.0009365922,0.004001959,0.9112759,0.0004958531,0.0003269483,0.05381081],"study_design_scores_gemma":[0.0005883888,0.04417701,0.2307716,0.0004322821,0.0007834033,0.102975,0.001716101,0.01904226,0.5798219,0.0005441551,0.01897597,0.0001718798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652591,0.0008040331,0.03192374,0.00002095529,0.0000266337,0.00017969,0.0001346784,0.00007339206,0.001577883],"genre_scores_gemma":[0.9484657,0.0007943813,0.04904253,0.00004783528,0.00001753103,0.0001655529,0.0003763817,0.00002416349,0.001065938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00302777,"threshold_uncertainty_score":0.01352298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02824203845592064,"score_gpt":0.3207789163033896,"score_spread":0.292536877847469,"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."}}