{"id":"W3173779844","doi":"10.1002/lary.29706","title":"Association of Plate Contouring With Hardware Complications Following Mandibular Reconstruction","year":2021,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Princess Margaret Hospital Foundation; University Health Network","keywords":"Medicine; Contouring; Odds ratio; Confidence interval; Surgery; Wound dehiscence; Retrospective cohort study; Breast reconstruction; Cohort; Logistic regression; Breast cancer; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006809193,0.00023951,0.0002100653,0.0004696816,0.0002292213,0.0006157071,0.0004491628,0.0004107939,0.002192336],"category_scores_gemma":[0.004285241,0.0002443891,0.000493652,0.0005354691,0.0003627273,0.0003075032,0.000394712,0.0006219933,0.0001597848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002422405,"about_ca_system_score_gemma":0.0004202896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001384402,"about_ca_topic_score_gemma":0.00231574,"domain_scores_codex":[0.9995067,0.00007656396,0.00008344422,0.0001050711,0.000138968,0.00008933308],"domain_scores_gemma":[0.9954081,0.0008356208,0.003116742,0.000255602,0.0001779928,0.0002058911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007046945,0.00002151424,0.9990803,0.000006011117,0.00001860379,0.00006100868,0.000009862156,0.0000301557,0.00008550705,0.000004298927,0.0000124891,0.0005997405],"study_design_scores_gemma":[0.00000521975,0.000170214,0.9983289,0.000006589956,0.00002604072,0.0009789094,0.00009721891,0.0002219551,0.0001024637,0.00001176542,0.00004777898,0.000003020862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996457,0.0001083529,0.00006809634,0.00001435968,0.000002762767,0.00000429519,0.00005304219,0.0000016201,0.0001018035],"genre_scores_gemma":[0.999732,0.00005097343,0.00008488984,0.000006195224,0.000004920762,0.000003557706,0.00006514095,8.937852e-7,0.00005151412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002192336,"threshold_uncertainty_score":0.007334113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055809882500707,"score_gpt":0.2427152030339566,"score_spread":0.2321571042089495,"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."}}