{"id":"W1514926919","doi":"10.1002/lary.25392","title":"<scp>P</scp>ang‐<scp>R</scp>otenberg sign—snoring surgery prognosticator: A prospective clinical trial of 153 patients","year":2015,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Visual analogue scale; Nose; Prospective cohort study; Surgery; Body mass index; Obstructive sleep apnea; Anesthesia; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036359,0.001608585,0.002152398,0.0004167757,0.000793461,0.0008609388,0.0006578959,0.001500618,0.002498728],"category_scores_gemma":[0.002805462,0.0007757136,0.001575603,0.0005320695,0.001365988,0.0011416,0.0005548066,0.001206484,0.0005159884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005049632,"about_ca_system_score_gemma":0.0009332471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004904449,"about_ca_topic_score_gemma":0.0009230368,"domain_scores_codex":[0.9987742,0.0006124671,0.0001199906,0.0002640192,0.0001007965,0.000128454],"domain_scores_gemma":[0.9976754,0.000629883,0.0006209869,0.0001989886,0.000142954,0.0007318696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6710476,0.02200399,0.2870365,0.0003582444,0.001515737,0.0003044338,0.0002629211,0.000399071,0.004639362,0.00008637811,0.0004049359,0.01194075],"study_design_scores_gemma":[0.2447612,0.4950597,0.2537191,0.0000764182,0.002032388,0.0005154317,0.0002398201,0.001352378,0.001324148,0.000130359,0.0007097109,0.00007934165],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990622,0.0003637203,0.00006165317,0.00003876961,0.00002365608,0.0002608667,0.00007609151,0.000003577263,0.0001093901],"genre_scores_gemma":[0.9978136,0.000307917,0.0003122042,0.0001439114,0.0001632846,0.0006064313,0.0004158884,0.000003150117,0.0002335694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0036359,"threshold_uncertainty_score":0.0192287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07774504620590547,"score_gpt":0.3538332509784026,"score_spread":0.2760882047724972,"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."}}