{"id":"W2790309209","doi":"10.1503/cmaj.170660","title":"Hoarseness of unclear origin in adults","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Laryngitis; Primary care; Medicine; Medical diagnosis; Family medicine; Dermatology; Pediatrics; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002652392,0.0002105594,0.0003262401,0.0007672723,0.0007119651,0.000471099,0.0002430928,0.0007876614,0.003488994],"category_scores_gemma":[0.001750789,0.0001929317,0.0002259041,0.000774878,0.0003327185,0.0007077293,0.0004992423,0.0006937592,0.0004787288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003116089,"about_ca_system_score_gemma":0.000449375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0121251,"about_ca_topic_score_gemma":0.02407432,"domain_scores_codex":[0.9995762,0.00006145132,0.00006954168,0.00006900012,0.000137097,0.00008666562],"domain_scores_gemma":[0.9993774,0.00006910624,0.0002942817,0.00001209823,0.0000828862,0.0001641872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004105985,0.0001034382,0.9804229,0.0001214379,0.00001575124,0.003891172,0.0005306568,0.00001356082,0.000403192,0.00007040108,0.00269761,0.01168892],"study_design_scores_gemma":[0.000004978629,0.00008645755,0.9890549,0.000157735,0.00001224272,0.008752926,0.0008477622,0.00003635566,0.00002437796,0.00003973728,0.0009769821,0.000005510105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729868,0.01312354,0.0002285096,0.002222895,0.000195648,0.00009432038,0.0008603676,0.00002603458,0.01026193],"genre_scores_gemma":[0.9928987,0.004324286,0.0001783575,0.001047097,0.0002670853,0.00002130738,0.0004342716,0.000004119227,0.0008247617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0121251,"threshold_uncertainty_score":0.02410907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007477220801164699,"score_gpt":0.2585925720287131,"score_spread":0.2511153512275484,"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."}}