{"id":"W4406512496","doi":"10.1016/j.yoto.2013.02.050","title":"10.1016/j.yoto.2013.02.050","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Radiation therapy; Glottis; Laser surgery; Surgery; Carcinoma; Laser; Larynx; Internal medicine; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002415601,0.001065932,0.0007920363,0.001272602,0.0003998067,0.001409113,0.0008836144,0.001880197,0.562667],"category_scores_gemma":[0.0005681769,0.0002563181,0.0003882295,0.00124768,0.0004883399,0.001590463,0.0007868636,0.001354922,0.5229234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003293363,"about_ca_system_score_gemma":0.0006300488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00151694,"about_ca_topic_score_gemma":0.001583333,"domain_scores_codex":[0.9999206,0.000007046058,0.000008454802,0.00002234186,0.00002468739,0.00001691892],"domain_scores_gemma":[0.9997632,0.00006573172,0.00004704089,0.00001018529,0.00005652557,0.0000573009],"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":[0.000118198,0.00007923644,0.0003922546,0.002455869,0.00003256882,0.0002347653,0.00004643208,0.000109911,0.0008027324,0.001702419,0.1251144,0.8689112],"study_design_scores_gemma":[0.00002899859,0.00005771564,0.001002169,0.001865234,0.000036538,0.001953137,0.00006357427,0.00004239202,0.0001939469,0.0010325,0.9937111,0.00001271164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001723264,0.6989911,0.001506204,0.005053163,0.004265585,0.00005947117,0.002248341,0.0007824018,0.2853704],"genre_scores_gemma":[0.01012969,0.370451,0.002394818,0.004434655,0.002777617,0.0001076055,0.002597343,0.0001744826,0.6069328],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.437333,"threshold_uncertainty_score":0.6238024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02215849543595045,"score_gpt":0.2635307744524837,"score_spread":0.2413722790165332,"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."}}