{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007359809,0.001344769,0.0006342125,0.001127539,0.00398301,0.007602494,0.0009069683,0.004668447,0.8556545],"category_scores_gemma":[0.002810605,0.0007375073,0.0007746491,0.001443313,0.0005927241,0.003703102,0.004196619,0.004796003,0.7708281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001695618,"about_ca_system_score_gemma":0.002740628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007007653,"about_ca_topic_score_gemma":0.01587936,"domain_scores_codex":[0.9987405,0.0001199838,0.00004388362,0.0002338024,0.0006083751,0.0002533657],"domain_scores_gemma":[0.9977665,0.0001677422,0.000076005,0.0001823124,0.0006778259,0.001129611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001053669,0.00004731242,0.00006755678,0.00002326596,0.000001151019,0.00003068682,0.00001835782,0.000005944517,0.00008099363,0.0005035216,0.9806702,0.01854043],"study_design_scores_gemma":[0.000006137137,0.00001221982,0.000265541,0.00003121249,9.385879e-7,0.00001964376,0.00006784078,0.00001408217,0.00004035058,0.00007402281,0.999464,0.000004044409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003861381,0.0005260378,0.0001823192,0.006607847,0.002533759,0.0001323967,0.001001557,0.0009275565,0.9877024],"genre_scores_gemma":[0.001036698,0.0004194819,0.0001215402,0.003252414,0.0003380179,0.00004495705,0.0006057193,0.0001987271,0.9939824],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8556545,"threshold_uncertainty_score":0.2058913,"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."}}