{"id":"W1982374934","doi":"10.1177/0194599814566595","title":"Current Status of Clinical Trials in Head and Neck Cancer 2014","year":2015,"lang":"en","type":"review","venue":"Otolaryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Head and neck cancer; Medicine; Current (fluid); Clinical trial; Head and neck; Oncology; Internal medicine; Cancer; Surgery; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004195055,0.0003199599,0.01000065,0.0002386378,0.00001539236,0.000003116796,0.00008964082,0.0004948158,0.0001213704],"category_scores_gemma":[0.00289018,0.0002161494,0.0004975355,0.0001814654,0.0002249568,0.00002302607,0.0001327786,0.0008195715,0.00002626913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001191308,"about_ca_system_score_gemma":0.002207363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005777381,"about_ca_topic_score_gemma":0.0005813215,"domain_scores_codex":[0.9944897,0.001767086,0.002612906,0.0004938228,0.0001735871,0.0004629507],"domain_scores_gemma":[0.997089,0.001288365,0.0008571681,0.0003295117,0.0001166206,0.0003193745],"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":[0.0001382655,0.0001498456,0.03192188,0.01456425,0.000226673,0.00003101701,0.00005804387,1.172907e-8,8.522501e-8,0.00004187682,0.01710027,0.9357678],"study_design_scores_gemma":[0.002420375,0.0005838263,0.0106858,0.01486771,0.0009562609,0.00003201323,0.000004922442,0.000001445101,1.016816e-7,0.00001718206,0.9702752,0.0001552131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002556607,0.9935047,9.429453e-7,0.0001124254,0.001409191,0.00130386,0.0001354891,0.00001357765,0.0009632102],"genre_scores_gemma":[0.00002702501,0.9987653,0.00007738304,0.00008244492,0.000596334,0.0002593835,0.00005579615,0.00003203923,0.0001042543],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9531749,"threshold_uncertainty_score":0.8814315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3496920379907069,"score_gpt":0.5653883141034434,"score_spread":0.2156962761127365,"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."}}