{"id":"W2006674768","doi":"10.5665/sleep.1860","title":"Early Treatment of Obstructive Apnea and Stroke Outcome","year":2012,"lang":"en","type":"letter","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Stroke (engine); Medicine; Apnea; Cardiology; Pediatrics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009262774,0.0004605193,0.001049204,0.0003847982,0.00005396859,0.00002053815,0.0001393917,0.0006930621,0.0004109506],"category_scores_gemma":[0.00006383639,0.0003624946,0.0002894826,0.000141409,0.0004036326,0.00009647581,0.00009957079,0.0009218282,0.0001157033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003736944,"about_ca_system_score_gemma":0.00002964235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001580955,"about_ca_topic_score_gemma":0.000001992774,"domain_scores_codex":[0.9974311,0.0001046032,0.0004781651,0.0005188951,0.0007711705,0.0006960781],"domain_scores_gemma":[0.9984754,0.0001516816,0.000233219,0.0007107744,0.000215206,0.0002137152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005068731,0.0005167543,0.8164636,0.001250327,0.003230285,0.001151313,0.002004161,2.16405e-7,0.003252052,0.0001345242,0.01069408,0.1607958],"study_design_scores_gemma":[0.007766666,0.003371363,0.5535218,0.00008465358,0.002444018,0.0003352042,0.0002836846,0.00003454213,0.00588483,0.0001167877,0.4252708,0.0008857155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8514888,0.002987837,0.0001075616,0.1271001,0.001653561,0.002962045,0.0009898131,0.0001274591,0.01258285],"genre_scores_gemma":[0.9500261,0.00009778317,0.002172615,0.02540413,0.007313685,0.0002178054,0.0005170025,0.0003015489,0.01394935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4145767,"threshold_uncertainty_score":0.9998827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03661800599220887,"score_gpt":0.3096899008583032,"score_spread":0.2730718948660943,"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."}}