{"id":"W2113094539","doi":"10.1136/thoraxjnl-2013-204476","title":"SKUP<sup>3</sup>trial: comment","year":2013,"lang":"cs","type":"letter","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Genentech; GlaxoSmithKline; AstraZeneca","keywords":"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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001498679,0.001409887,0.002252171,0.000863662,0.0003727275,0.0003451806,0.001545296,0.002166821,0.02918055],"category_scores_gemma":[0.000798769,0.001246619,0.0007634998,0.0007979758,0.0009101559,0.0002589389,0.001153676,0.007146154,0.03973192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001466643,"about_ca_system_score_gemma":0.000308137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007914726,"about_ca_topic_score_gemma":0.00000420033,"domain_scores_codex":[0.9893309,0.001440841,0.001495276,0.001747453,0.003332114,0.002653457],"domain_scores_gemma":[0.9933896,0.001134581,0.0005200919,0.003179335,0.0008783424,0.0008980268],"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":[0.005316803,0.000565075,0.0004525803,0.00122004,0.001430338,0.001332142,0.0007940483,0.000009820729,0.0002222062,0.0003230268,0.9555976,0.03273626],"study_design_scores_gemma":[0.03777071,0.001950549,0.0002323778,0.0005901998,0.0008638036,0.00008558577,0.0005605954,0.001846318,0.0005147186,0.0002876098,0.9541848,0.001112775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03382467,0.002607801,0.0003926609,0.8984588,0.005077703,0.01240579,0.0004059146,0.0004010473,0.04642562],"genre_scores_gemma":[0.06297307,0.001051478,0.003268498,0.7171085,0.08579792,0.002242699,0.004546566,0.001693326,0.121318],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1813503,"threshold_uncertainty_score":0.9998651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0440230534066348,"score_gpt":0.3342892687083142,"score_spread":0.2902662153016793,"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."}}