{"id":"W1979202605","doi":"10.1097/00005537-200304000-00021","title":"Squamous Cell Carcinoma of the Head and Neck in Ontario, Canada, and in Southeastern Norway","year":2003,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"World Health Organization","keywords":"Medicine; Head and neck; Basal cell; Head and neck cancer; Head and neck squamous-cell carcinoma; Prospective cohort study; Internal medicine; Significant difference; Overall survival; Statistical analysis; Oncology; Retrospective cohort study; Cancer; Demography; Surgery; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001442954,0.00009442661,0.0002497648,0.00002383581,0.00004392879,0.000003627405,0.0000539809,0.00002921172,0.00004234024],"category_scores_gemma":[0.00002295279,0.00005236108,0.00001489413,0.0001029832,0.0000730801,0.0000163089,0.00004711192,0.0001980193,9.42245e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007138966,"about_ca_system_score_gemma":0.0004478738,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9532084,"about_ca_topic_score_gemma":0.9987203,"domain_scores_codex":[0.999347,0.00006056407,0.0001609974,0.0001278997,0.0001191374,0.0001844523],"domain_scores_gemma":[0.9996729,0.0000532488,0.00003232811,0.0001837529,0.00001397272,0.00004377319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006614228,0.00003338376,0.9954047,0.00005185995,0.00000297422,0.0000142665,0.00361037,0.000001347629,0.0005124165,0.00001711724,0.0001893181,0.00009611865],"study_design_scores_gemma":[0.001620356,0.0001080322,0.9936396,0.00008493866,0.0000144104,0.00001401242,0.0004911456,0.000008873887,0.001613419,0.0000211462,0.002329041,0.00005506324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984642,0.002103309,1.490438e-7,0.0008946389,0.00006779072,0.0002511324,0.000003947442,0.000001563655,0.01203547],"genre_scores_gemma":[0.9971739,0.00001879795,0.00001205026,0.0006198827,0.000009476793,0.000008035485,3.325411e-7,0.000007988818,0.002149541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0455119,"threshold_uncertainty_score":0.2135223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377124752998204,"score_gpt":0.223995569739138,"score_spread":0.2102243222091559,"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."}}