{"id":"W2770170071","doi":"10.1002/hed.24998","title":"Top 10 research priorities in head and neck cancer: Results of an Alberta priority setting partnership of patients, caregivers, family members, and clinicians","year":2017,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Misericordia Community Hospital; St. Michael's Hospital; University of Alberta; Alberta Cancer Foundation","funders":"Alberta Cancer Foundation","keywords":"Interim; General partnership; Alliance; Head and neck cancer; Head and neck; Medicine; Family medicine; Cancer; Surgery; Political science","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":[0.0009451256,0.0001946437,0.0007784633,0.0001515249,0.0003085037,0.0000314895,0.0001550624,0.0001603613,0.00001298842],"category_scores_gemma":[0.001244459,0.0001789518,0.00005329285,0.0001358125,0.0006354771,0.0002282192,0.000212374,0.0003899617,9.80704e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001025277,"about_ca_system_score_gemma":0.0003975522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06073502,"about_ca_topic_score_gemma":0.07412732,"domain_scores_codex":[0.9977459,0.0001725177,0.0006121033,0.0004980164,0.0004770459,0.000494465],"domain_scores_gemma":[0.9980577,0.0004258142,0.0002517894,0.0006456716,0.0004105865,0.0002084579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002432294,0.0002034114,0.9507184,0.0008764626,0.0000495478,0.00002036111,0.0152593,5.037867e-7,0.0001299898,0.00009151594,0.00347219,0.026746],"study_design_scores_gemma":[0.007377004,0.001779897,0.9581608,0.001726604,0.00004242639,0.000001890824,0.003702603,0.0000640381,0.0004092967,0.00005647328,0.02651407,0.0001648882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850199,0.002553856,4.319018e-8,0.002001434,0.000119047,0.0005416765,0.0001189561,0.00001177745,0.009633371],"genre_scores_gemma":[0.995638,0.002603728,0.0001896422,0.0000850774,0.0001367954,0.00002835064,0.00001905847,0.0000209455,0.001278428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02658111,"threshold_uncertainty_score":0.9455196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09240317710232608,"score_gpt":0.4179667786697432,"score_spread":0.3255636015674171,"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."}}