{"id":"W3191105813","doi":"10.1001/jamaoncol.2021.2697","title":"Recommendations for Age-Appropriate Testing, Timing, and Frequency of Audiologic Monitoring During Childhood Cancer Treatment","year":2021,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; BC Children's Hospital; University of British Columbia","funders":"Cancer Research UK","keywords":"Medicine; Context (archaeology); Ototoxicity; Hearing loss; Tinnitus; Intensive care medicine; Cancer; Clinical trial; Pediatric cancer; Audiology; Surgery; Internal medicine; Chemotherapy; Cisplatin","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05198019,0.001579615,0.001454079,0.004740905,0.001813237,0.002447464,0.005585275,0.01074264,0.006866284],"category_scores_gemma":[0.1192866,0.0008887351,0.004295839,0.002029803,0.001810199,0.004438384,0.004024062,0.009765193,0.004308174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00387223,"about_ca_system_score_gemma":0.02337163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008222885,"about_ca_topic_score_gemma":0.01185679,"domain_scores_codex":[0.9542028,0.02166842,0.01143865,0.00157402,0.008834844,0.002281167],"domain_scores_gemma":[0.8286491,0.05843331,0.01585922,0.004566506,0.0817294,0.01076237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003568525,0.0007828394,0.01066459,0.01094128,0.0002309502,0.001208822,0.003148851,0.003118488,0.00359768,0.006045733,0.5801654,0.3797385],"study_design_scores_gemma":[0.0008376022,0.0006774673,0.02543731,0.05819409,0.0008859561,0.002003023,0.005536154,0.002874875,0.003664009,0.01551226,0.8839663,0.0004109501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01895906,0.07557799,0.1017781,0.682986,0.02910095,0.01335784,0.004584446,0.002412564,0.07124303],"genre_scores_gemma":[0.09256255,0.09169361,0.610274,0.1484745,0.007633165,0.02154307,0.008457838,0.0005185661,0.0188427],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05198019,"threshold_uncertainty_score":0.2749008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1561833292756699,"score_gpt":0.3740810340462203,"score_spread":0.2178977047705504,"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."}}