{"id":"W4413201484","doi":"10.1007/978-3-031-27136-6_12","title":"Endoscopic Medial Maxillectomy","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor; Windsor Clinical Research","funders":"","keywords":"Medicine; Orthodontics; 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":[0.0001200464,0.0006364723,0.0003039154,0.0004647643,0.0005076876,0.0005463923,0.0003509511,0.0005942814,0.07022117],"category_scores_gemma":[0.000158926,0.0002339118,0.0006090417,0.0002842839,0.0002722815,0.0007454651,0.0008506747,0.001299404,0.02556758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002927087,"about_ca_system_score_gemma":0.0003798623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096547,"about_ca_topic_score_gemma":0.00773444,"domain_scores_codex":[0.9999318,0.000003609105,0.000003691255,0.00001458506,0.00003303625,0.00001324666],"domain_scores_gemma":[0.9999709,0.000007531051,0.000002753558,0.000005654257,0.000004264192,0.000008823258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005443273,0.0000518282,0.0006027879,0.0002606226,0.00002453878,0.003504692,0.00009132448,0.0004601847,0.007282151,0.009832869,0.2078828,0.7699518],"study_design_scores_gemma":[0.00000470816,0.000046736,0.002962816,0.0001411244,0.00001157416,0.02424225,0.00004168752,0.0002125077,0.0008312188,0.002470462,0.9690208,0.00001411425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005573379,0.03182764,0.00894075,0.001881163,0.003314666,0.00004058789,0.0003513589,0.0005978558,0.9474726],"genre_scores_gemma":[0.02047841,0.02271513,0.0085736,0.002499374,0.00167792,0.00002837831,0.0004772724,0.0001447059,0.9434052],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07022117,"threshold_uncertainty_score":0.2349132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206040696379327,"score_gpt":0.2908655932341029,"score_spread":0.2702615235961702,"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."}}