{"id":"W2346033725","doi":"10.2147/nss.s103702","title":"A novel implantable device for the treatment of obstructive sleep apnea: clinical safety and feasibility","year":2016,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Apnea; Sleep (system call); Intensive care medicine; Anesthesia","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":[0.001068419,0.0001247578,0.000393371,0.00008962247,0.0001831887,0.00001172916,0.000169923,0.0001532011,0.000009307485],"category_scores_gemma":[0.0007735636,0.00005661783,0.00008885127,0.0003334141,0.002195823,0.0001652082,0.00007188011,0.0001514689,4.664033e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101399,"about_ca_system_score_gemma":0.00008246415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003122669,"about_ca_topic_score_gemma":0.00002645663,"domain_scores_codex":[0.9984763,0.00002637423,0.0003328433,0.0004468837,0.0004262679,0.0002913016],"domain_scores_gemma":[0.9975716,0.001257874,0.0001325135,0.0003590622,0.0005144269,0.0001644531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003087325,0.0005770622,0.1988918,0.00009870606,0.0002067552,0.00000197587,0.0004993278,6.655896e-7,0.1510378,0.003544555,0.00001018634,0.6420439],"study_design_scores_gemma":[0.007150638,0.002464374,0.9266174,0.0000444036,0.0002108073,0.00008217407,0.0005945164,0.001445418,0.05948898,0.000595599,0.001179563,0.0001260746],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938697,0.001621895,0.001545538,0.001104826,0.0002026403,0.001004608,0.0001328364,0.000007319322,0.0005106687],"genre_scores_gemma":[0.9965464,0.0002638936,0.00300651,0.00004177814,0.00007563311,0.00001209612,0.000001249149,0.000006319316,0.00004607651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7277257,"threshold_uncertainty_score":0.8090603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04620411651276164,"score_gpt":0.3830832337740927,"score_spread":0.3368791172613311,"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."}}