{"id":"W2908647454","doi":"10.1177/014556131709600309","title":"Presbyphonia: What Can be Done?","year":2017,"lang":"en","type":"article","venue":"Ear Nose & Throat Journal","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","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":[0.01485724,0.002998234,0.007335437,0.003258298,0.004073913,0.010468,0.004729294,0.01809434,0.02001901],"category_scores_gemma":[0.0358706,0.001139139,0.003859576,0.001775153,0.00524175,0.01916995,0.003837828,0.0181278,0.0100589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003895222,"about_ca_system_score_gemma":0.01580291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01341294,"about_ca_topic_score_gemma":0.02996067,"domain_scores_codex":[0.9925663,0.002388048,0.001666497,0.0009182429,0.001540202,0.0009207341],"domain_scores_gemma":[0.9601109,0.01809429,0.002533825,0.00116992,0.01259597,0.005495085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001137455,0.0009371197,0.008514542,0.01453234,0.0007240747,0.002754106,0.0006692018,0.0004337197,0.000485343,0.005274959,0.3047145,0.6598226],"study_design_scores_gemma":[0.001852604,0.001149522,0.04010221,0.1567736,0.004376764,0.01466141,0.01376352,0.001476712,0.0006504183,0.05161634,0.7122636,0.001313346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001431009,0.6823025,0.001442026,0.2791497,0.02799914,0.0001125787,0.0002507431,0.000231955,0.007080381],"genre_scores_gemma":[0.03583115,0.6222473,0.0132366,0.2031458,0.1149634,0.0005178366,0.0007367863,0.0001614516,0.009159617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02001901,"threshold_uncertainty_score":0.07857358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03757207868996348,"score_gpt":0.3229155355185759,"score_spread":0.2853434568286124,"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."}}