{"id":"W3206902699","doi":"10.1161/strokeaha.120.033753","title":"SLEAP SMART (Sleep Apnea Screening Using Mobile Ambulatory Recorders After TIA/Stroke): A Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"Stroke","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research; Public Health Ontario; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Ambulatory; Randomized controlled trial; Sleep apnea; Obstructive sleep apnea; Stroke (engine); Ischemic stroke","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":[0.001488964,0.001087267,0.003695463,0.0006107259,0.0004117923,0.001120744,0.0008620909,0.002025872,0.009727639],"category_scores_gemma":[0.002171177,0.0005505127,0.002374715,0.0005709901,0.0008040027,0.0009880014,0.0004335728,0.001916175,0.0006746771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004446378,"about_ca_system_score_gemma":0.001033467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001080322,"about_ca_topic_score_gemma":0.002218073,"domain_scores_codex":[0.9991536,0.0004601531,0.0001027907,0.0001234581,0.00006375832,0.00009629625],"domain_scores_gemma":[0.999162,0.0003066394,0.0002696008,0.00004949389,0.00005312422,0.0001592913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9796286,0.003061964,0.0006628207,0.002237449,0.002162627,0.00003813482,0.00002785074,0.0001457089,0.0005038251,0.0001001602,0.000519423,0.01091139],"study_design_scores_gemma":[0.9795801,0.0174861,0.001328026,0.0001056261,0.0009796219,0.00001495913,0.00001517011,0.000165106,0.00005810542,0.0000640499,0.0001966341,0.000006504207],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679989,0.01864209,0.0006835973,0.001118652,0.001331772,0.005814793,0.001298687,0.000165463,0.002946011],"genre_scores_gemma":[0.9735449,0.009320453,0.001495975,0.001610078,0.001235361,0.008753663,0.0009716832,0.00001671327,0.003051149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009727639,"threshold_uncertainty_score":0.03254217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01800878341503467,"score_gpt":0.2996540287598501,"score_spread":0.2816452453448155,"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."}}