{"id":"W1968560661","doi":"10.1016/j.oraloncology.2009.06.002","title":"Unmet information needs and preferences in newly diagnosed and surgically treated oral cavity cancer patients","year":2009,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Terry Fox Foundation; National Science Council","keywords":"Medicine; Anxiety; Information needs; Marital status; Cancer; Oral cavity; Disease; Physical therapy; Internal medicine; Surgery; Psychiatry; Dentistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000424514,0.0001501342,0.0004060699,0.0008760765,0.0006201347,0.0009569246,0.000180478,0.0005621961,0.004181513],"category_scores_gemma":[0.006033462,0.0001700541,0.0006064923,0.0009850097,0.0002995803,0.0008091643,0.0005796581,0.0006592413,0.0002313465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000539611,"about_ca_system_score_gemma":0.0005346174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105901,"about_ca_topic_score_gemma":0.01590367,"domain_scores_codex":[0.9995126,0.0001135787,0.00007670063,0.00005097872,0.00007991814,0.0001662626],"domain_scores_gemma":[0.9970577,0.001039656,0.0009886456,0.00003274653,0.0001789305,0.0007023526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004638074,0.000204815,0.9908034,0.00004956092,0.00007044559,0.000398984,0.002245586,0.00007223338,0.0001938633,0.00005956239,0.0002837536,0.005154052],"study_design_scores_gemma":[0.00003163054,0.0004059123,0.9895238,0.00002508198,0.0000728595,0.001095154,0.007893201,0.0003040968,0.00007522789,0.00009715596,0.0004570731,0.00001868578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988681,0.00015165,0.000009020849,0.0001215098,0.000003922626,0.000004794497,0.0001280327,7.669761e-7,0.0007122338],"genre_scores_gemma":[0.9996009,0.00006648902,0.00001800923,0.00006353879,0.00000361753,0.00000354817,0.00007850223,6.617607e-7,0.0001646483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01105901,"threshold_uncertainty_score":0.02198929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04745960358307359,"score_gpt":0.4399024629449718,"score_spread":0.3924428593618982,"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."}}