{"id":"W2092685863","doi":"10.1007/s00520-010-0837-6","title":"A systematic review of salivary gland hypofunction and xerostomia induced by cancer therapies: management strategies and economic impact","year":2010,"lang":"en","type":"review","venue":"Supportive Care in Cancer","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":265,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sudbury Regional Hospital","funders":"","keywords":"Medicine; Salivary gland; Cancer; Amifostine; Submandibular gland; Salivary gland cancer; Radiation therapy; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002008056,0.0004197374,0.002337064,0.0002047048,0.00003913591,0.00003389943,0.0000693988,0.0002478969,0.0004243748],"category_scores_gemma":[0.00002122888,0.0002800458,0.0002525867,0.0001637761,0.0000842728,0.000158817,0.00004254551,0.0003463674,0.000002558984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005172546,"about_ca_system_score_gemma":0.0009882236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00201999,"about_ca_topic_score_gemma":0.000735114,"domain_scores_codex":[0.9982417,0.0000997232,0.0008531731,0.0004374888,0.0001439038,0.0002240217],"domain_scores_gemma":[0.998808,0.00009676018,0.0005778842,0.0003144327,0.00009446016,0.0001085029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005042245,0.0000232231,0.0007044139,0.9215943,0.0007997594,0.000008221272,0.0003131396,1.29921e-7,0.000001935109,0.00001947865,0.001126206,0.07535875],"study_design_scores_gemma":[0.001300813,0.0003966414,0.0009203511,0.9047461,0.007386614,0.00005021778,0.00348034,0.000001714303,0.000001130963,0.00002256774,0.08118481,0.0005086802],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00205807,0.9930357,0.000001812769,0.00004790211,0.000339759,0.003080217,0.0006901399,0.00001686042,0.0007295627],"genre_scores_gemma":[0.001861976,0.9959669,0.000007724027,0.0001598144,0.00007647317,0.001456629,0.0003372069,0.00004685669,0.00008639496],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08005861,"threshold_uncertainty_score":0.9999652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02622324566183138,"score_gpt":0.3648899457549045,"score_spread":0.3386667000930731,"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."}}