{"id":"W2072561423","doi":"10.1002/pbc.24307","title":"Early cisplatin induced ototoxicity profile may predict the need for hearing support in children with medulloblastoma","year":2012,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Alberta Children's Hospital","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd","keywords":"Ototoxicity; Medicine; Audiogram; Medulloblastoma; Cumulative dose; Hearing loss; Audiology; Audiometry; Population; Internal medicine; Cisplatin; Chemotherapy; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005995862,0.0003212058,0.0003139158,0.0002052534,0.0002382667,0.00008430469,0.00051203,0.0001639533,0.0001324912],"category_scores_gemma":[0.00039051,0.0002433117,0.00007782064,0.001007309,0.00008707274,0.0002808875,0.000192502,0.000545609,0.00003815985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007931044,"about_ca_system_score_gemma":0.0004216689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006613061,"about_ca_topic_score_gemma":0.0001275657,"domain_scores_codex":[0.9970953,0.0001375305,0.0004523347,0.0005791407,0.0006175029,0.001118197],"domain_scores_gemma":[0.9986658,0.000252631,0.0002410161,0.0005078943,0.00006733584,0.0002653063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008775599,0.0002089851,0.9850239,0.00004720118,0.00001897628,0.000003280787,0.0009211141,0.00005923787,0.01259393,0.00004743655,0.0003654374,0.0006227477],"study_design_scores_gemma":[0.001865905,0.0004260667,0.9142253,0.000018274,0.0001834125,0.00007353198,0.00003282851,0.0001475965,0.0823547,0.00001102556,0.0002888316,0.0003724965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962536,0.0001535073,0.00004785859,0.0002139929,0.0003123193,0.002278663,0.00009404127,0.0001211081,0.0005249396],"genre_scores_gemma":[0.9960958,0.00007179038,0.0004831315,0.0004639582,0.001565158,0.0009052633,0.000004235194,0.00008416672,0.0003264523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07079857,"threshold_uncertainty_score":0.9921963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03199644693307867,"score_gpt":0.2795383186181679,"score_spread":0.2475418716850892,"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."}}