{"id":"W2133503195","doi":"10.1016/j.oraloncology.2015.06.010","title":"Diagnostic capability of salivary biomarkers in the assessment of head and neck cancer: A systematic review and meta-analysis","year":2015,"lang":"en","type":"review","venue":"Oral Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Head and neck cancer; Meta-analysis; MEDLINE; Systematic review; Head and neck; Oncology; Pathology; Internal medicine; Cancer; Surgery; Biology","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":[0.01019742,0.00296079,0.01394747,0.004311984,0.0006768819,0.002956369,0.001933762,0.002549604,0.001815556],"category_scores_gemma":[0.03095966,0.001490846,0.03276019,0.005327455,0.0008637102,0.001883665,0.001778221,0.002044418,0.0002015953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436459,"about_ca_system_score_gemma":0.002431249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006142532,"about_ca_topic_score_gemma":0.01604116,"domain_scores_codex":[0.9930447,0.002669958,0.002297297,0.0009777191,0.000781546,0.0002288056],"domain_scores_gemma":[0.979874,0.01597916,0.002322708,0.000607462,0.001047635,0.0001690316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002596948,0.00005628004,0.01871067,0.2219982,0.7349009,0.0001643133,0.0001434294,0.0004729157,0.000345494,0.0001019313,0.0004192882,0.02008966],"study_design_scores_gemma":[0.0003083033,0.0001821309,0.006581815,0.008003822,0.9835828,0.0001112724,0.00006199545,0.0001290841,0.0001194937,0.0001168434,0.0007748615,0.00002749565],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006245359,0.9930025,0.0002573653,0.00008225859,0.00008423789,0.00005801263,0.000173705,0.000007467929,0.00008916687],"genre_scores_gemma":[0.2203325,0.7755415,0.001914556,0.000852517,0.0003073231,0.000255765,0.0005615842,0.00001703036,0.0002172178],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01394747,"threshold_uncertainty_score":0.05392975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2075690946801831,"score_gpt":0.5016290021381121,"score_spread":0.294059907457929,"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."}}