{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006416615,0.0002011092,0.0005971366,0.00005795473,0.0003132791,0.00001810833,0.00009509946,0.00004462007,0.00002954209],"category_scores_gemma":[0.00005781231,0.0001640675,0.00007528819,0.00004460693,0.00001586938,0.00005036192,0.00002862205,0.00007556529,0.000004944334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100676,"about_ca_system_score_gemma":0.001077071,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9297797,"about_ca_topic_score_gemma":0.9820825,"domain_scores_codex":[0.9988076,0.00002454085,0.0002749753,0.0003330675,0.0002067166,0.0003530835],"domain_scores_gemma":[0.9990618,0.0001155761,0.00008985733,0.0005373522,0.00005229385,0.000143082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005814196,0.0009064625,0.9930332,0.0001563649,0.00001607488,0.0001580337,0.000470848,0.0000085087,0.00004752795,0.000003935183,0.00208037,0.00253724],"study_design_scores_gemma":[0.0116303,0.002382775,0.9799592,0.00003737764,0.00009621449,0.00000281833,0.00009724344,0.0002206822,0.0002164645,0.000003486436,0.005204358,0.0001490584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915611,0.0003127373,9.608959e-7,0.002342153,0.0002400157,0.001624832,0.00002927423,0.00001394205,0.003874955],"genre_scores_gemma":[0.9959885,0.000003529492,0.0001153846,0.0006084092,0.0001709501,0.0003344703,0.00005564509,0.00002823645,0.002694835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05230272,"threshold_uncertainty_score":0.6690478,"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."}}