{"id":"W4416057645","doi":"10.1093/eurheartj/ehaf847","title":"Focus on trials: primary prevention, ischaemic heart disease, atrial fibrillation, and obstructive sleep apnoea","year":2025,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Sleep (system call); Ischaemic heart disease; Atrial fibrillation; Electrocardiography; Sleep apnea","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":[0.03875054,0.00205845,0.009187507,0.003947184,0.0008517677,0.007617327,0.003274082,0.00810556,0.05963272],"category_scores_gemma":[0.1033546,0.001121058,0.004726989,0.0052092,0.001731975,0.006119854,0.003386813,0.007328867,0.008176139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002615185,"about_ca_system_score_gemma":0.006436888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002131016,"about_ca_topic_score_gemma":0.004488366,"domain_scores_codex":[0.9513656,0.03283349,0.007334688,0.002269983,0.005405045,0.0007911652],"domain_scores_gemma":[0.8449427,0.1267824,0.01445107,0.002818228,0.008732137,0.002273487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002276976,0.00009881413,0.0007089172,0.3610029,0.008102728,0.0001241044,0.0002987613,0.0001693558,0.0003919118,0.01174885,0.2752464,0.3398304],"study_design_scores_gemma":[0.003466645,0.0005336652,0.00382751,0.4920852,0.01287777,0.0004231484,0.0002791869,0.000427733,0.0002783553,0.022857,0.4628363,0.0001075351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.0001405711,0.9542102,0.0007799946,0.02622306,0.01236199,0.0004696793,0.0006947513,0.00006948815,0.005050277],"genre_scores_gemma":[0.009940164,0.8656706,0.004799743,0.07015345,0.04036276,0.002266234,0.001172322,0.0001434341,0.005491279],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05963272,"threshold_uncertainty_score":0.2049349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05085029964093972,"score_gpt":0.3590479851831295,"score_spread":0.3081976855421898,"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."}}