{"id":"W152849582","doi":"","title":"Socioeconomic factors in head and neck cancer.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Head and neck; Medicine; Ethnology; Gynecology; Art; Sociology; Surgery","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":[0.0007602272,0.0001545731,0.0001900957,0.0005533641,0.0002276423,0.0003043599,0.0001434157,0.0001680026,0.002086786],"category_scores_gemma":[0.003004859,0.00009265762,0.0003986995,0.0008117228,0.0001421704,0.0002532925,0.00041985,0.0002266955,0.0001573771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002594341,"about_ca_system_score_gemma":0.0004535736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113209,"about_ca_topic_score_gemma":0.01890623,"domain_scores_codex":[0.9996238,0.0001275649,0.00003823018,0.00003446229,0.0001175748,0.00005826294],"domain_scores_gemma":[0.9992102,0.0002063353,0.0003204157,0.00003889657,0.0001067414,0.0001173505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006851136,0.00002258351,0.9933091,0.00008234867,0.0001623512,0.00005473616,0.00005536142,0.00003890696,0.00006709211,0.00003240379,0.0003016228,0.005804915],"study_design_scores_gemma":[0.000001863696,0.00003326051,0.9991616,0.00002079628,0.00004166559,0.00007411306,0.00005948675,0.00002394934,0.00001932298,0.00001596093,0.0005469925,0.000001012668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982954,0.01118571,0.0001668192,0.0006278266,0.00005640367,0.00003318163,0.001990049,0.000004532769,0.00298152],"genre_scores_gemma":[0.9971343,0.001889936,0.00007175399,0.00005567784,0.00002591721,0.00001023861,0.0005607791,8.270735e-7,0.0002505328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01113209,"threshold_uncertainty_score":0.0221346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05219588620926161,"score_gpt":0.2837894329416912,"score_spread":0.2315935467324296,"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."}}