{"id":"W2744038873","doi":"10.1002/hed.24889","title":"Primary treatment for oropharyngeal squamous cell carcinoma in Alberta, Canada: A population‐based study","year":2017,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Rockyview General Hospital; Alberta Health Services; Institute of Cancer Research; Alberta Cancer Foundation; University of Calgary","funders":"Alberta Innovates - Health Solutions","keywords":"Medicine; Internal medicine; Incidence (geometry); Cohort; Oncology; Basal cell; Immunohistochemistry; Human papillomavirus; Cohort study; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005137704,0.0004777154,0.0005523628,0.0009867512,0.002262692,0.00123245,0.00130011,0.0006078737,0.002185964],"category_scores_gemma":[0.001092737,0.0004280686,0.0006350538,0.004075137,0.0006081826,0.0003284878,0.0006805183,0.0007627018,0.000380683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02000096,"about_ca_system_score_gemma":0.0241639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9787518,"about_ca_topic_score_gemma":0.9842106,"domain_scores_codex":[0.9991112,0.00005711257,0.00004430967,0.0001434432,0.0003459601,0.000297892],"domain_scores_gemma":[0.998902,0.00006120121,0.0002088932,0.00004563294,0.0004621556,0.0003202157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001445427,0.00007356404,0.9960937,0.00003311345,0.00006747507,0.0001516628,0.0002104403,0.0000699107,0.0001524838,0.00003865677,0.0008634223,0.002101068],"study_design_scores_gemma":[0.00003859568,0.00007028331,0.9976079,0.00003620512,0.00007175111,0.0001474906,0.0008129245,0.0001683763,0.00003881616,0.00002231369,0.000976361,0.000008909754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913088,0.001450059,0.0001013845,0.0002717117,0.00002341134,0.0001151105,0.003610688,0.00001199294,0.003106911],"genre_scores_gemma":[0.9956198,0.001036169,0.000113588,0.0002094953,0.00001922788,0.00003410232,0.002082331,0.00000553735,0.000879725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02124816,"threshold_uncertainty_score":0.1451178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03749134064796689,"score_gpt":0.3105552209405287,"score_spread":0.2730638802925618,"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."}}