{"id":"W2116918425","doi":"10.1002/lary.21905","title":"Pin guidance of reconstruction plate contour: An expanded role of external fixation","year":2011,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Contouring; Medicine; Fixation (population genetics); Orthodontics; Mandibular Neoplasms; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004776927,0.0007696365,0.0002644216,0.0007779006,0.0002149107,0.0005110705,0.0006174307,0.0004545875,0.0035504],"category_scores_gemma":[0.000940804,0.0002978272,0.0003097245,0.0002526413,0.0005391252,0.0009727182,0.0007629076,0.0006002649,0.0004791122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000126923,"about_ca_system_score_gemma":0.0002772982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003420775,"about_ca_topic_score_gemma":0.0005124408,"domain_scores_codex":[0.9997652,0.00005032535,0.00002466579,0.0000510974,0.00008602189,0.00002265147],"domain_scores_gemma":[0.9996088,0.0002389702,0.00004584457,0.00005336343,0.00003617343,0.0000168255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005951817,0.0001333752,0.002658514,0.0005904638,0.00004052793,0.002572313,0.0003509277,0.004477502,0.385454,0.00380945,0.001081376,0.5982363],"study_design_scores_gemma":[0.0004332771,0.01005936,0.03954206,0.001057155,0.0005052144,0.1772166,0.0003390035,0.03572045,0.5278125,0.004148079,0.2026183,0.000547979],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1999055,0.01020163,0.7565604,0.0007278348,0.0006820644,0.0001947113,0.00008815873,0.001705266,0.02993437],"genre_scores_gemma":[0.668198,0.005537992,0.3141255,0.0002823652,0.0003949731,0.0001326971,0.00007229925,0.0003587128,0.0108974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0035504,"threshold_uncertainty_score":0.0118773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376102365463102,"score_gpt":0.257499942039563,"score_spread":0.233738918384932,"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."}}