{"id":"W3094224775","doi":"10.2196/23123","title":"Myofunctional Therapy App for Severe Apnea–Hypopnea Sleep Obstructive Syndrome: Pilot Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Obstructive sleep apnea; Randomized controlled trial; Pittsburgh Sleep Quality Index; Hypopnea; Apnea–hypopnea index; Physical therapy; Apnea; Polysomnography; Internal medicine; Sleep quality; Insomnia","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001694668,0.0004562055,0.002851793,0.0002314048,0.0004826853,0.0000530752,0.000156192,0.0002144097,0.0002811625],"category_scores_gemma":[0.001049356,0.0003327395,0.000500149,0.0004022512,0.000378582,0.000150477,0.00005392006,0.0007293,0.00003249907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002245127,"about_ca_system_score_gemma":0.0006693336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005099479,"about_ca_topic_score_gemma":0.000002356192,"domain_scores_codex":[0.9953865,0.000680404,0.001204381,0.0008768715,0.0008566164,0.0009951767],"domain_scores_gemma":[0.9953842,0.001862468,0.0004882897,0.0003133995,0.0004398217,0.001511826],"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":[0.9817897,0.0004340165,0.0002420363,0.001001451,0.0005340019,0.00001554213,0.0006776246,0.000002914543,0.00006320854,0.001512871,0.0005458209,0.01318081],"study_design_scores_gemma":[0.9805088,0.009216849,0.002799306,0.00002315843,0.0003027136,0.0001513485,0.0003795887,0.004038006,0.00001475645,0.0007536689,0.001541948,0.0002698726],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.939391,0.002302508,0.002291822,0.01963429,0.001044992,0.03396806,0.0001273844,0.0002336212,0.001006384],"genre_scores_gemma":[0.9857752,0.0004195399,0.00151423,0.005329161,0.001448728,0.005037207,0.0001301969,0.00008418688,0.0002614883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04638432,"threshold_uncertainty_score":0.9999124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0628016641361659,"score_gpt":0.3659577968329302,"score_spread":0.3031561326967643,"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."}}