{"id":"W1994322704","doi":"10.1136/ebn.12.4.111","title":"A very low calorie diet plus lifestyle counselling improved mild obstructive sleep apnoea in overweight patientsCommentary","year":2009,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Bayesian network; Medicine; Conditional probability; Case finding; Computer science; Machine learning; Pathology; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008071109,0.0002025943,0.0002947314,0.0002233269,0.000165047,0.0004059296,0.0003226995,0.0004737331,0.004710087],"category_scores_gemma":[0.002071002,0.00008969037,0.0005869556,0.00009500264,0.00007699089,0.0002457061,0.0002724807,0.0004150468,0.0004294147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004706723,"about_ca_system_score_gemma":0.0006140753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005464818,"about_ca_topic_score_gemma":0.010584,"domain_scores_codex":[0.999823,0.00009795265,0.00001366628,0.0000266162,0.00002584759,0.00001284861],"domain_scores_gemma":[0.9997571,0.0001550032,0.00002462601,0.00001200289,0.0000234989,0.00002770229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008186702,0.008155867,0.2091001,0.001249611,0.0013198,0.0005082497,0.0005289862,0.1198984,0.009796891,0.001534486,0.005802189,0.6339188],"study_design_scores_gemma":[0.001212141,0.006797397,0.1442647,0.0004422752,0.001175735,0.0003009004,0.000330051,0.833096,0.003110743,0.004042044,0.00516367,0.00006442714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9614294,0.001329094,0.02903208,0.002377837,0.0001772099,0.0003324191,0.0006591986,0.0003908085,0.004271949],"genre_scores_gemma":[0.9760411,0.0004537932,0.02096188,0.00034808,0.00003001068,0.0001521829,0.0002800905,0.00001252778,0.001720266],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.005464818,"threshold_uncertainty_score":0.01575679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02935516082685034,"score_gpt":0.3023270336899948,"score_spread":0.2729718728631444,"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."}}