{"id":"W1977049089","doi":"10.1016/j.oraloncology.2010.04.005","title":"Robotic surgery in head and neck cancer: A review","year":2010,"lang":"en","type":"review","venue":"Oral Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Head and neck; Medicine; Head and neck cancer; General surgery; Surgery; Medical physics; Radiation therapy","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":[0.000728116,0.0008563767,0.002098278,0.003835403,0.0002288309,0.001010672,0.0007616698,0.0008594241,0.003341265],"category_scores_gemma":[0.001593733,0.0003785984,0.001056191,0.005316074,0.0004878216,0.001390253,0.0006687686,0.0006740835,0.0004901586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005682557,"about_ca_system_score_gemma":0.001638958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002734842,"about_ca_topic_score_gemma":0.007390889,"domain_scores_codex":[0.9997312,0.00004837068,0.00008503676,0.00005540534,0.00006261696,0.000017337],"domain_scores_gemma":[0.9991437,0.0005445232,0.0001791008,0.00001322352,0.00009320612,0.00002614842],"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":[0.0001979784,0.0000805329,0.001084383,0.1861026,0.001026694,0.0003122193,0.000125958,0.0003396343,0.001088827,0.0006573332,0.01534445,0.7936395],"study_design_scores_gemma":[0.0002131931,0.0006242801,0.01541965,0.1344764,0.01106158,0.004916981,0.0008187066,0.0002355068,0.0009712781,0.001383849,0.8297486,0.000130035],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000953401,0.9996648,0.00001554736,0.00004141,0.00003479481,0.000002327007,0.00001399441,0.000001130875,0.0001306504],"genre_scores_gemma":[0.0005584257,0.9992183,0.00005379541,0.00006450576,0.00003543697,0.000002721383,0.00001088082,2.901992e-7,0.00005550391],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003835403,"threshold_uncertainty_score":0.0111776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1499310026702712,"score_gpt":0.4630406735792666,"score_spread":0.3131096709089954,"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."}}