{"id":"W2897584868","doi":"10.1188/18.onf.761-774","title":"A Survey of Information Needs and Preferences of Patients With Head and Neck Cancer","year":2018,"lang":"en","type":"article","venue":"Oncology nursing forum","topic":"Cancer survivorship and care","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Rehabilitation; Information needs; The Internet; Head and neck cancer; Health care; Cancer; Cancer treatment; Head and neck; Family medicine; Nursing; Physical therapy; Surgery; Internal medicine; World Wide Web","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":[0.00008701214,0.00005353226,0.0001909373,0.00008113174,0.00002858695,0.000002863783,0.00002029591,0.00006623554,0.0000167965],"category_scores_gemma":[0.00002229393,0.00004007792,0.000007388171,0.0001394236,0.0003309932,0.00009588353,0.000009791517,0.00004602623,2.553571e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000507963,"about_ca_system_score_gemma":0.0001528082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002907908,"about_ca_topic_score_gemma":0.01266225,"domain_scores_codex":[0.9996041,0.00002727269,0.0001331902,0.00004716992,0.00008586558,0.0001023923],"domain_scores_gemma":[0.9994831,0.0000344242,0.0001102679,0.00006507651,0.0002655642,0.00004154093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009135082,0.00005236789,0.8449842,0.00004824638,0.00001788717,3.978699e-8,0.005316524,9.835859e-8,0.00001200984,0.00003434737,0.0004628657,0.1481579],"study_design_scores_gemma":[0.001472419,0.003283232,0.9908786,0.0003129875,0.00004400163,0.000001486116,0.001531416,0.00002195448,0.0002582957,0.00003665674,0.002117884,0.0000410208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963493,0.0002816247,0.00003865911,0.0004226857,0.0002142134,0.0001404447,0.00004033693,0.000005530851,0.002507242],"genre_scores_gemma":[0.999695,0.00003534199,0.00008026862,0.0001141519,0.0000135825,0.000004794233,0.00003093129,0.000003238239,0.00002270685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1481169,"threshold_uncertainty_score":0.7065831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046677146529337,"score_gpt":0.3137815403446457,"score_spread":0.2933147688793524,"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."}}