{"id":"W2810635131","doi":"10.1002/micr.30349","title":"Predictors of plate extrusion in oromandibular free flap reconstruction","year":2018,"lang":"en","type":"article","venue":"Microsurgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Extrusion; Demographics; Surgery; Osteotomy; Free flap; Multivariate analysis; Univariate analysis; Retrospective cohort study; Dentistry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062921,0.0001693688,0.0004942948,0.0004678227,0.00005431862,0.000008824421,0.00008878033,0.0001978458,0.0003948252],"category_scores_gemma":[0.0001757748,0.0001565061,0.0002134701,0.0003717314,0.0004442247,0.0001551858,0.00006877966,0.0001810533,0.00001857949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007206934,"about_ca_system_score_gemma":0.00010388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009418926,"about_ca_topic_score_gemma":0.00003553406,"domain_scores_codex":[0.9986242,0.00007235016,0.0005607937,0.0003191659,0.0001526383,0.0002708277],"domain_scores_gemma":[0.9990281,0.00006835037,0.0001717224,0.000503767,0.0001528717,0.00007513256],"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":[0.0001915278,0.00005974257,0.4747658,0.00005299729,0.00005278769,0.00002808555,0.00009976865,7.641535e-8,0.5021033,0.00001897622,0.001708363,0.02091854],"study_design_scores_gemma":[0.0006780989,0.0001322166,0.1886825,0.0004990273,0.00003871177,0.0007199646,0.00006510643,0.000008961295,0.802851,0.0003579813,0.005814362,0.000152115],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996143,0.0003747433,0.0003674914,0.00004900417,0.0008558726,0.000280781,0.00001788326,0.0001010348,0.001810182],"genre_scores_gemma":[0.995625,0.0002614714,0.003559997,0.00006270551,0.0002174022,0.00001254007,0.0000237524,0.00002776215,0.0002093905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3007477,"threshold_uncertainty_score":0.6382133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009587142117634707,"score_gpt":0.2362971193774068,"score_spread":0.2267099772597721,"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."}}