{"id":"W2400868873","doi":"","title":"[Psychological burden of patients diagnosed with obstructive sleep apnea].","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Obstructive sleep apnea; Polysomnography; Medicine; Depression (economics); Beck Depression Inventory; Hamilton Anxiety Rating Scale; Hypopnea; Comorbidity; Beck Anxiety Inventory; Alexithymia; Physical therapy; Psychiatry; Apnea; 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":[0.0002015129,0.0002058998,0.0002533464,0.0005032627,0.0004866465,0.0004075914,0.0001722807,0.000293081,0.003928538],"category_scores_gemma":[0.00149195,0.00008671222,0.0003153792,0.0006808677,0.0002023398,0.0003591176,0.000470762,0.000537111,0.0002956638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000181096,"about_ca_system_score_gemma":0.0003347793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002679102,"about_ca_topic_score_gemma":0.003303334,"domain_scores_codex":[0.9998137,0.00005233343,0.00002311576,0.00002525404,0.00005163314,0.00003395044],"domain_scores_gemma":[0.9994791,0.00003973981,0.0002374363,0.00001741747,0.00006278406,0.000163508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001121888,0.00006986373,0.9833068,0.00008573445,0.0001070877,0.0007999371,0.0001852894,0.00003087706,0.0003209192,0.00006155107,0.001232363,0.01368742],"study_design_scores_gemma":[0.00000488465,0.00007715588,0.998203,0.00001573856,0.00001691684,0.0009349557,0.000218603,0.00003743204,0.000008357251,0.00002767501,0.0004518696,0.000003494175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913662,0.001977773,0.00007181325,0.0008467877,0.0001388526,0.00006096816,0.0009606312,0.00001268745,0.004564187],"genre_scores_gemma":[0.9972368,0.0009820911,0.0001155507,0.0003738138,0.0001078908,0.00002103418,0.000720063,0.000001269336,0.0004414225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003928538,"threshold_uncertainty_score":0.01314229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04021718584223982,"score_gpt":0.2880001994708901,"score_spread":0.2477830136286502,"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."}}