{"id":"W825944005","doi":"10.1044/leader.wb3.11062006.6","title":"Voice Disorders Research and Treatment in Brazil","year":2006,"lang":"en","type":"article","venue":"ASHA Leader","topic":"Language Development and Disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Specialty; Asha; Medical education; Certification; Psychology; Medicine; Library science; Political science; Family medicine","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":[0.003046035,0.0003985615,0.0005339175,0.003531331,0.001835035,0.002131425,0.0007954862,0.001125145,0.01335136],"category_scores_gemma":[0.006664564,0.0002534293,0.0005668452,0.003357036,0.001055669,0.001018938,0.002318561,0.0009896335,0.001611283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004599493,"about_ca_system_score_gemma":0.01771964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06876153,"about_ca_topic_score_gemma":0.08764679,"domain_scores_codex":[0.9981716,0.0005537667,0.0001965789,0.0001895546,0.0005742163,0.0003142502],"domain_scores_gemma":[0.9967144,0.0005676815,0.0004897533,0.0002406508,0.001161358,0.000826231],"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":[0.00009035809,0.000285437,0.03111541,0.003200556,0.0000616168,0.002006519,0.01016924,0.00009514418,0.002631439,0.02327277,0.08632756,0.8407439],"study_design_scores_gemma":[0.0001519056,0.0003954571,0.1555661,0.01610291,0.000161861,0.00903075,0.01742811,0.0002649425,0.001337819,0.007035681,0.792455,0.00006957387],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08345842,0.5121735,0.002753459,0.1625428,0.003275237,0.001032374,0.002635523,0.0003121199,0.2318164],"genre_scores_gemma":[0.5629034,0.3574626,0.007029038,0.01605246,0.001605395,0.001062574,0.002236094,0.0001373512,0.05151106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06876153,"threshold_uncertainty_score":0.1367226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05082176072498379,"score_gpt":0.3855086266549368,"score_spread":0.3346868659299531,"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."}}