{"id":"W830267248","doi":"10.1016/j.jcomdis.2015.06.008","title":"The multidimensional impact of total laryngectomy on women","year":2015,"lang":"en","type":"review","venue":"Journal of Communication Disorders","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Disfigurement; Psychology; Laryngectomy; Set (abstract data type); International Classification of Functioning, Disability and Health; Perception; Perspective (graphical); Social psychology; Clinical psychology; Rehabilitation; Medicine","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":[0.001374108,0.0002772609,0.001419624,0.000279013,0.0001156329,0.00001819286,0.0004996369,0.000187991,0.00006737456],"category_scores_gemma":[0.0004680464,0.0001482891,0.001104244,0.0003257116,0.000188284,0.0001011884,0.0001001644,0.0009547368,0.00002272264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004037148,"about_ca_system_score_gemma":0.001502033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002626163,"about_ca_topic_score_gemma":0.00001088012,"domain_scores_codex":[0.9975106,0.0004284412,0.001092975,0.0001002568,0.0006374053,0.0002303831],"domain_scores_gemma":[0.9959589,0.0007453199,0.00165268,0.0009690757,0.0004818528,0.0001921265],"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":[0.0002895134,0.0005748994,0.00007900636,0.0006906448,0.001263214,0.000002569534,0.0004439781,0.00004403822,8.939637e-7,0.0001050573,0.01044293,0.9860632],"study_design_scores_gemma":[0.001430039,0.00126684,0.0003824102,0.004267752,0.0004912006,0.0001348255,0.0005351063,0.00001319986,2.382403e-7,0.0002072586,0.9911218,0.0001492876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002947664,0.9938687,0.000003701438,0.0005808871,0.00009262661,0.0004422526,0.00001146837,0.000007582447,0.002045102],"genre_scores_gemma":[0.002774897,0.996573,0.0001695031,0.00003658637,0.00004595414,0.00001679444,0.00003370647,0.00003958938,0.0003099133],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.985914,"threshold_uncertainty_score":0.6047055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04208807817181137,"score_gpt":0.4006256109100322,"score_spread":0.3585375327382208,"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."}}