{"id":"W4392240858","doi":"10.1097/01.hj.0001007684.51921.c8","title":"Cochlear Implant Users Describe Need for Lifelong Services","year":2024,"lang":"en","type":"article","venue":"The Hearing Journal","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Cochlear implant; Psychology; Perception; Medicine; Medical education; Audiology; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002116535,0.000151105,0.0002800758,0.001242725,0.001013559,0.001714109,0.0004432045,0.0009374187,0.007796329],"category_scores_gemma":[0.01071624,0.0002234458,0.0003749699,0.001129312,0.0008383771,0.001760348,0.001959913,0.000897153,0.0005910055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007196901,"about_ca_system_score_gemma":0.0007034152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01137755,"about_ca_topic_score_gemma":0.01567144,"domain_scores_codex":[0.9985625,0.0003907606,0.0002095934,0.00008668307,0.0004718865,0.0002785836],"domain_scores_gemma":[0.9927993,0.002724787,0.002056299,0.0002019587,0.0009486903,0.001268884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001471256,0.0001294772,0.8871292,0.000271471,0.00006378049,0.0004839712,0.07236074,0.00006072416,0.0007506974,0.0003522352,0.005183189,0.03306736],"study_design_scores_gemma":[0.00001030566,0.0002096776,0.7910333,0.0002524678,0.00003867218,0.001133984,0.1997839,0.0002531108,0.0001487066,0.0002038885,0.006872809,0.00005914961],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995034,0.0006253116,0.00007436236,0.001232662,0.00003039582,0.00001549631,0.0001868087,0.000009570254,0.002791464],"genre_scores_gemma":[0.9984836,0.0004008686,0.00009072924,0.0004277165,0.00001485557,0.00001128989,0.00008450381,0.000003884792,0.0004824836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01137755,"threshold_uncertainty_score":0.02608126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05783720682651211,"score_gpt":0.3134815045850511,"score_spread":0.255644297758539,"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."}}