{"id":"W2905079498","doi":"10.1002/hed.25540","title":"Multicenter prospective study on the use and outcome of rehabilitation after total laryngectomy in Germany","year":2018,"lang":"en","type":"article","venue":"Head & Neck","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre","funders":"Deutsche Krebshilfe; Bundesministerium für Bildung und Forschung","keywords":"Rehabilitation; Laryngectomy; Medicine; Odds; Odds ratio; Physical therapy; Surgery; Logistic regression","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009646014,0.0002766528,0.0003526335,0.0008174828,0.0003906378,0.0006106389,0.0002667997,0.0004924416,0.00146465],"category_scores_gemma":[0.001791993,0.0002184148,0.0004160727,0.0009827375,0.0002629937,0.0004545035,0.0004171541,0.0002816128,0.0002708061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005589765,"about_ca_system_score_gemma":0.000469311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004972033,"about_ca_topic_score_gemma":0.004879201,"domain_scores_codex":[0.9992571,0.0002906771,0.0001022408,0.00009817414,0.0001101323,0.0001416153],"domain_scores_gemma":[0.9985209,0.0002171771,0.0007951056,0.00007084112,0.0001192859,0.000276618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001579141,0.00009427001,0.9984018,0.00001702642,0.00004507485,0.00006596772,0.0001855737,0.00001610418,0.0001000897,0.000009776328,0.00006099883,0.000845457],"study_design_scores_gemma":[0.000008132145,0.0001899149,0.999384,0.00000514152,0.00001544566,0.00007733444,0.0001775251,0.00001837544,0.00002031539,0.000002640927,0.00009891065,0.000002250531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992436,0.0001442029,0.00002832345,0.00001635789,0.000002614209,0.00001505243,0.0003650212,0.000001285248,0.0001835058],"genre_scores_gemma":[0.9993419,0.00009357394,0.00004965861,0.00002242252,0.000005594751,0.00002313001,0.000336249,8.864896e-7,0.0001266671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004972033,"threshold_uncertainty_score":0.009886205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03396638972708219,"score_gpt":0.3255436974186168,"score_spread":0.2915773076915346,"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."}}