{"id":"W1907204157","doi":"10.1002/lary.25361","title":"<scp>T</scp>ran<scp>Q</scp>uill sling snoreplasty for snoring: A single‐arm pilot study for safety and effectiveness","year":2015,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sling (weapon); Body mass index; Apnea; Prospective cohort study; Physical therapy; Sleep apnea; Sleep study; Hypopnea; Anesthesia; Surgery; Polysomnography; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002766091,0.0009077408,0.001399571,0.0004129605,0.0004243885,0.0004655724,0.0006690109,0.0009143453,0.00393068],"category_scores_gemma":[0.001846568,0.0003920777,0.001239979,0.0002421714,0.001166996,0.0009175652,0.000353083,0.001194982,0.0004789802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004232222,"about_ca_system_score_gemma":0.0009703198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004879206,"about_ca_topic_score_gemma":0.001186273,"domain_scores_codex":[0.9988979,0.0005056553,0.0001374395,0.0001369705,0.0001866861,0.0001353309],"domain_scores_gemma":[0.998015,0.0005128101,0.0005913333,0.0002388717,0.0001965046,0.0004454675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6361513,0.2148347,0.01484031,0.0009636784,0.001003132,0.0001919203,0.0004079819,0.00053304,0.055054,0.00009857291,0.0004831865,0.07543815],"study_design_scores_gemma":[0.05345123,0.9350923,0.008514135,0.00001389267,0.000140626,0.00005501581,0.00004747927,0.0002142498,0.00230065,0.00001524687,0.0001460326,0.000009018711],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978743,0.0001467131,0.000255057,0.00003603501,0.00002442342,0.001408256,0.00007679754,0.00001459525,0.0001638644],"genre_scores_gemma":[0.9956939,0.0002819915,0.001135197,0.000142809,0.0001263077,0.001962439,0.0002003196,0.000006870535,0.0004500364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00393068,"threshold_uncertainty_score":0.01462865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07103181561721386,"score_gpt":0.3292355664502888,"score_spread":0.2582037508330749,"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."}}