{"id":"W811051135","doi":"10.1044/leader.an1.14072009.1","title":"Health Care/Business Institute Draws 600","year":2009,"lang":"en","type":"article","venue":"ASHA Leader","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asha; Health care; Intervention (counseling); Speech-Language Pathology; Medicine; Medical education; Psychology; Family medicine; Nursing; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005559321,0.0001285077,0.0002585468,0.00008418127,0.00008992622,0.00001704518,0.00007434805,0.00007639165,0.00007703945],"category_scores_gemma":[0.00005357029,0.0001102894,0.00006163925,0.0002848559,0.0000533085,0.0001481013,0.000009149406,0.0001735124,0.0003592931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006777388,"about_ca_system_score_gemma":0.0003047911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001224309,"about_ca_topic_score_gemma":0.0001063556,"domain_scores_codex":[0.9990664,0.00001293203,0.0001797095,0.0002162212,0.0002083542,0.0003163548],"domain_scores_gemma":[0.9993991,0.000006122832,0.00004221086,0.0002843409,0.0001292909,0.0001389165],"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":[0.0001834304,0.0005828575,0.01103937,0.000407213,0.0001188693,0.0002023889,0.01108459,0.00007833554,0.001198411,0.001239094,0.3554869,0.6183786],"study_design_scores_gemma":[0.002518162,0.0003623519,0.2710847,0.0001831844,0.00004919137,0.00004506988,0.002644921,0.00002041223,0.0003024,0.000110474,0.7223943,0.0002848088],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5389289,0.009808793,0.001108824,0.3659624,0.001749727,0.00104436,0.000009250525,0.0005202539,0.08086748],"genre_scores_gemma":[0.9499158,0.0001889856,0.0008173825,0.04526212,0.0004337433,0.000004892344,0.00009228109,0.00001708157,0.003267743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6180937,"threshold_uncertainty_score":0.4618106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182167907386636,"score_gpt":0.320490962524968,"score_spread":0.2986692834511017,"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."}}