{"id":"W2170080966","doi":"10.1136/thx.2005.050625","title":"How best to determine optimal nasal CPAP in patients with OSAH?","year":2006,"lang":"en","type":"letter","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Continuous positive airway pressure; Anesthesia; Blood pressure; Intensive care medicine; Surgery; Internal medicine; Obstructive sleep apnea","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001276126,0.0004596824,0.0007145425,0.0006438654,0.00004283121,0.00008758973,0.0003105022,0.0005479894,0.0001365479],"category_scores_gemma":[0.0000877745,0.000366501,0.00008972191,0.000491282,0.0001477209,0.0001090006,0.0001797563,0.002027757,0.0002514113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004503008,"about_ca_system_score_gemma":0.00007932439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001203642,"about_ca_topic_score_gemma":0.00004974249,"domain_scores_codex":[0.9967501,0.0001018623,0.0002780616,0.0007149955,0.001288041,0.0008670069],"domain_scores_gemma":[0.9985975,0.00007884149,0.00009757671,0.0007280427,0.0003144639,0.0001835612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001834703,0.0007124941,0.3981184,0.0008500148,0.0002760605,0.006989417,0.0001674403,0.00001724446,0.000337219,0.000004090927,0.5441952,0.04649766],"study_design_scores_gemma":[0.0118724,0.007023524,0.472591,0.00107313,0.0003785377,0.00006715485,0.00006205692,0.0001051676,0.001372169,0.00001689791,0.5037639,0.001673992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8253024,0.00004103132,0.0001241235,0.1701317,0.0002289108,0.001831745,0.0001483558,0.00005819775,0.00213356],"genre_scores_gemma":[0.6583137,0.000003478005,0.02600249,0.2372734,0.01070663,0.0006150579,0.005593222,0.0009827992,0.06050926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1669887,"threshold_uncertainty_score":0.9998787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968797016321073,"score_gpt":0.2746005243225266,"score_spread":0.2549125541593159,"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."}}