{"id":"W4281662321","doi":"10.1024/1661-8157/a003848","title":"Treatment-emergent zentrale Schlafapnoe erkennen und behandeln","year":2022,"lang":"de","type":"article","venue":"Praxis","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Central sleep apnea; Medicine; Sleep apnea; Positive airway pressure; Ventilation (architecture); Apnea; Gynecology; Obstructive sleep apnea; Cardiology; Internal medicine; Polysomnography","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000460255,0.000481563,0.0006249763,0.0003797059,0.0008472573,0.00006704281,0.0004643795,0.0001238005,0.03176657],"category_scores_gemma":[0.0001802181,0.0004754037,0.0003846302,0.0008290394,0.0002585009,0.0001396359,0.0007095811,0.000798761,0.00294346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002234727,"about_ca_system_score_gemma":0.0002892971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007978739,"about_ca_topic_score_gemma":0.00005418847,"domain_scores_codex":[0.9950982,0.0005648744,0.0005859358,0.0009591309,0.001470738,0.001321081],"domain_scores_gemma":[0.9977384,0.0001889951,0.0001812742,0.001055758,0.0001566221,0.0006789808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003528477,0.008985829,0.2975079,0.0004283304,0.01429933,0.003340994,0.007522353,0.0002227235,0.008517408,0.002790147,0.01277476,0.6400818],"study_design_scores_gemma":[0.008308168,0.00596147,0.01266612,0.00002620061,0.002653623,0.00004469956,0.003177974,0.003531261,0.006129605,0.0001736991,0.9566841,0.000643076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.795234,0.1646771,0.0001562449,0.01145597,0.007651286,0.004009135,0.001369167,0.0002489378,0.0151982],"genre_scores_gemma":[0.9755275,0.003259559,0.0002914632,0.000182104,0.001474606,0.0006274336,0.0005086868,0.0001526935,0.01797595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9439093,"threshold_uncertainty_score":0.9997697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0319398666860923,"score_gpt":0.3319650840380147,"score_spread":0.3000252173519224,"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."}}