{"id":"W2115011023","doi":"10.1016/j.sleep.2011.11.004","title":"Positional therapy for obstructive sleep apnea: An objective measurement of patients’ usage and efficacy at home","year":2012,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université de Montréal","funders":"Canada Research Chairs","keywords":"Supine position; Medicine; Epworth Sleepiness Scale; Obstructive sleep apnea; Continuous positive airway pressure; Anesthesia; Physical therapy; Apnea; Polysomnography","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009820616,0.0003317394,0.0006758124,0.0003192005,0.0001859714,0.000006067827,0.0001440026,0.0001403057,0.0004428115],"category_scores_gemma":[0.0005668385,0.0002493182,0.0001151705,0.0003030398,0.0006859218,0.0002703384,0.00009540975,0.0002494347,0.000008848651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005081935,"about_ca_system_score_gemma":0.00002934694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003066549,"about_ca_topic_score_gemma":0.000005840625,"domain_scores_codex":[0.9967092,0.0001627329,0.0004970622,0.0004845089,0.001495466,0.0006510126],"domain_scores_gemma":[0.9971811,0.0003216775,0.0002191402,0.000425396,0.001268594,0.0005841441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0100963,0.003108954,0.7015677,0.0003034447,0.001404803,0.000006955383,0.006430163,0.000003447241,0.08652774,0.001339558,0.0002222666,0.1889887],"study_design_scores_gemma":[0.01771842,0.00422921,0.9626009,0.00006774713,0.0002443024,0.00002269281,0.0005803966,0.0001790937,0.01351335,0.0002086965,0.0004076372,0.0002275845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928254,0.002061405,0.000867519,0.0004644627,0.0005414772,0.002306944,0.00009712905,0.00004175638,0.0007939074],"genre_scores_gemma":[0.9975929,0.00003487525,0.0009340925,0.0002091937,0.0007567023,0.0001406878,0.0002345778,0.00005955771,0.00003736838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2610332,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03426416784317199,"score_gpt":0.3066143550466542,"score_spread":0.2723501872034822,"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."}}