{"id":"W1564950817","doi":"10.1002/lary.24712","title":"A systematic review of transoral robotic surgery and radiotherapy for early oropharynx cancer: A systematic review","year":2014,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":258,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Transoral robotic surgery; Osteoradionecrosis; Adverse effect; Gastrostomy; Radiation therapy; Chemoradiotherapy; Surgery; Head and neck cancer; Internal medicine","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":[0.009513768,0.001542168,0.01077723,0.008756213,0.0006508423,0.002549136,0.002313873,0.001794871,0.004744315],"category_scores_gemma":[0.03793035,0.001041795,0.006761401,0.009573373,0.001036024,0.002391594,0.001381792,0.001203628,0.0003072189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004353413,"about_ca_system_score_gemma":0.01151046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007739188,"about_ca_topic_score_gemma":0.02663939,"domain_scores_codex":[0.9900498,0.004722323,0.002947814,0.0006458595,0.001380935,0.0002531155],"domain_scores_gemma":[0.969189,0.02219547,0.005767736,0.0003609465,0.002151102,0.0003358109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002595835,0.00001359631,0.0004124905,0.971701,0.0107269,0.00008680664,0.0001261804,0.000066092,0.0001043603,0.00009293369,0.0006032783,0.0158067],"study_design_scores_gemma":[0.0005455419,0.000391301,0.003620171,0.8760424,0.1085533,0.0003909761,0.0002790109,0.0000968912,0.0001459606,0.0001718769,0.00972824,0.00003423564],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00135615,0.9974758,0.0001217965,0.0001662493,0.00008336168,0.0003729067,0.0002116392,0.000006395369,0.0002056719],"genre_scores_gemma":[0.02296657,0.9741977,0.0008176221,0.0005579073,0.0001047439,0.001032472,0.0001851474,0.00000557771,0.0001322678],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01077723,"threshold_uncertainty_score":0.05031419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04752740677688595,"score_gpt":0.3663744636468578,"score_spread":0.3188470568699718,"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."}}