{"id":"W4411278867","doi":"10.1111/joa.70001","title":"The cochlear apex demystified: Implications from synchrotron radiation phase‐contrast imaging and microscopy for cochlear implantation","year":2025,"lang":"en","type":"article","venue":"Journal of Anatomy","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Vetenskapsrådet; Austrian Science Fund; Canada Foundation for Innovation","keywords":"Phase contrast microscopy; Cochlear implantation; Synchrotron radiation; Microscopy; Apex (geometry); Contrast (vision); Medicine; Optics; Computer science; Physics; Anatomy; Hearing loss; Audiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008045408,0.0002001987,0.0001906939,0.0003486584,0.0002116334,0.0005314696,0.0003216778,0.0005025268,0.0006456641],"category_scores_gemma":[0.001245741,0.0002286821,0.0001541654,0.0002088154,0.0007324803,0.000542048,0.0003247292,0.000487861,0.0001755493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003168049,"about_ca_system_score_gemma":0.0004704072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007884909,"about_ca_topic_score_gemma":0.001037437,"domain_scores_codex":[0.9998361,0.00004304857,0.00001152539,0.00001675518,0.00007581806,0.00001667223],"domain_scores_gemma":[0.9995171,0.0001965244,0.0001015237,0.00006056124,0.00008137353,0.00004295639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003697299,0.0000287663,0.009052164,0.0001946267,0.000008389901,0.001491914,0.0003657263,0.001447074,0.9609613,0.002253771,0.0001658963,0.02366056],"study_design_scores_gemma":[0.00005542628,0.001089885,0.1670498,0.0002641956,0.00009225235,0.01842459,0.002095098,0.03749213,0.7537292,0.005700205,0.0139235,0.00008373669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9218321,0.008017134,0.06531702,0.001511287,0.00009889417,0.00003979292,0.0001249655,0.000255208,0.002803627],"genre_scores_gemma":[0.9704598,0.003580743,0.02507762,0.0001282858,0.00002363156,0.00002320777,0.00007448909,0.00003169493,0.0006005884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008045408,"threshold_uncertainty_score":0.004254878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165765335583314,"score_gpt":0.3464068251671254,"score_spread":0.3347491718112923,"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."}}