{"id":"W2810610846","doi":"10.14740/wjon1104w","title":"Major Risk Factors in Head and Neck Cancer: A Retrospective Analysis of 12-Year Experiences","year":2018,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Head and neck cancer; Retrospective cohort study; Alcohol consumption; Head and neck; Cancer; Internal medicine; Head and neck squamous-cell carcinoma; Oncology; Surgery; Alcohol","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006893465,0.0002321278,0.0003585411,0.001555292,0.000766959,0.0006641286,0.0003842435,0.0003604031,0.001516819],"category_scores_gemma":[0.00130493,0.000425124,0.0005412274,0.001867666,0.0003514004,0.0007270444,0.0006852677,0.0004106222,0.0003902735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004361022,"about_ca_system_score_gemma":0.0005627027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009499957,"about_ca_topic_score_gemma":0.01235463,"domain_scores_codex":[0.9993956,0.0001068235,0.00009843677,0.000132574,0.0001376836,0.0001288245],"domain_scores_gemma":[0.9988467,0.0001965328,0.0004931526,0.00009761623,0.0001547849,0.0002112434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000306423,0.00001786726,0.9991184,0.000009570997,0.00001411948,0.0001411013,0.000111479,0.000008759887,0.00004418087,0.000004049988,0.00003551258,0.0004642775],"study_design_scores_gemma":[0.000002034406,0.0001149303,0.9978641,0.00001057284,0.00002512123,0.0007307016,0.0008487268,0.00002827685,0.00004809234,0.000006291903,0.0003168517,0.000004182163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986392,0.0005401722,0.00004964381,0.00001490958,0.00000396984,0.00002108178,0.0003977054,0.000001987946,0.0003314162],"genre_scores_gemma":[0.998668,0.0005309738,0.00006049658,0.0000187501,0.000009462281,0.00002507419,0.0005035719,0.00000231305,0.0001813943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009499957,"threshold_uncertainty_score":0.01888937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02738777267768644,"score_gpt":0.3621699209890805,"score_spread":0.334782148311394,"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."}}