{"id":"W1769058546","doi":"","title":"Clinical approach to monitoring variability associated with adductor spasmodic dysphonia.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Audiology; Sentence; Perception; Psychology; Correlation; Rating scale; Metric (unit); Medicine; Developmental psychology; Computer science; Mathematics; Artificial intelligence","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":[0.001340737,0.0001610955,0.0003846445,0.00006473564,0.00003510222,0.00000967602,0.0001424331,0.0001540604,0.0000598778],"category_scores_gemma":[0.001396374,0.0001232085,0.00009530963,0.0002467418,0.00008390084,0.00008477589,0.0000465933,0.000313304,0.0000302366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001805274,"about_ca_system_score_gemma":0.0001018151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009343435,"about_ca_topic_score_gemma":0.000007397464,"domain_scores_codex":[0.9982956,0.0001137033,0.0003341626,0.0004393641,0.0003111754,0.000505993],"domain_scores_gemma":[0.9987818,0.00009864696,0.00008110482,0.0004551651,0.0001247716,0.0004585153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003628848,0.001357744,0.9582202,0.00002809518,0.000226941,0.00001270674,0.0005574963,6.258933e-7,0.00000709225,0.00006063126,0.001328317,0.03783723],"study_design_scores_gemma":[0.001336624,0.0001360048,0.9962337,0.00001832194,0.000149011,0.00000528416,0.00014915,0.00001259607,0.0001753466,0.00005821753,0.001571219,0.000154549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9323694,0.00004056608,0.0003229619,0.0001808414,0.0004180215,0.001303944,0.000003718258,0.0001649441,0.06519563],"genre_scores_gemma":[0.9943098,0.000009503678,0.00270416,0.0003492357,0.0002292878,0.0008389302,0.00001071123,0.00003045545,0.001517948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06367768,"threshold_uncertainty_score":0.5024298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043583629451316,"score_gpt":0.281415197999086,"score_spread":0.1770568350539544,"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."}}