{"id":"W4214810081","doi":"10.1044/2021_jslhr-21-00228","title":"Intensive Voice Treatment (Lee Silverman Voice Treatment [LSVT LOUD]) for Children With Down Syndrome: Phase I Outcomes","year":2022,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"","keywords":"Phase (matter); Voice therapy; Adverse effect; Phonation; Biofeedback; Language disorder","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":[0.0007902728,0.0002342407,0.0006635813,0.0005377886,0.0004633941,0.00007417571,0.0001541302,0.00005979594,0.0001782716],"category_scores_gemma":[0.0001346415,0.0001498275,0.000222783,0.0003174445,0.000108346,0.0001406799,0.00009428116,0.0005583568,0.00001128629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005649333,"about_ca_system_score_gemma":0.0003643513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001425631,"about_ca_topic_score_gemma":0.0002273418,"domain_scores_codex":[0.9977759,0.0001048391,0.0003849307,0.0003014814,0.0008818784,0.0005509412],"domain_scores_gemma":[0.998446,0.0002890903,0.0001488847,0.0003089489,0.0004866952,0.0003203657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01429955,0.009488921,0.4543228,0.0004632976,0.008864935,0.02450971,0.0534295,0.00009441075,0.02358146,0.00008030203,0.008037956,0.4028272],"study_design_scores_gemma":[0.1151245,0.1646133,0.4218053,0.0007419718,0.002880431,0.05052661,0.1775837,0.0002961205,0.02469458,0.0002465863,0.04023244,0.001254444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917415,0.00238673,0.00001457179,0.004394251,0.00005768382,0.001050214,0.00005191514,0.00001908229,0.0002840197],"genre_scores_gemma":[0.992981,0.0004931801,0.0009215435,0.0003264303,0.0002176247,0.00006573177,0.00004427283,0.00004526331,0.004904971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4015727,"threshold_uncertainty_score":0.6109788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06014513815507853,"score_gpt":0.4040315934736191,"score_spread":0.3438864553185406,"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."}}