{"id":"W2178269410","doi":"10.1556/oh.2010.28948","title":"Obstructive sleep apnea: clinical importance and General Practitioner’s role in the treatment and care","year":2010,"lang":"hu","type":"article","venue":"Orvosi Hetilap","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University Health Centre","funders":"","keywords":"Medicine; Obstructive sleep apnea; Gynecology; Internal medicine; Pediatrics","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"],"consensus_categories":[],"category_scores_codex":[0.0007172712,0.0004566211,0.0006725659,0.0001661272,0.0002957273,0.0001432128,0.0002255115,0.0004464258,0.0002735728],"category_scores_gemma":[0.0004307888,0.0003219174,0.0001472781,0.0003045016,0.00112117,0.000260683,0.0001304569,0.001573404,0.00006003231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002191055,"about_ca_system_score_gemma":0.0001186662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003962741,"about_ca_topic_score_gemma":0.002019169,"domain_scores_codex":[0.9965915,0.0004792451,0.0006894292,0.0009920535,0.0005300667,0.0007176792],"domain_scores_gemma":[0.9976465,0.0006376459,0.0002400227,0.0008205989,0.0002520253,0.0004031736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006155498,0.0007758998,0.809603,0.00009737517,0.0002684305,0.0003457131,0.01370229,0.000001666164,0.003859441,0.002267593,0.00007683487,0.1683863],"study_design_scores_gemma":[0.005955591,0.002030076,0.9454512,0.00004218033,0.0003879156,0.0003556641,0.02113946,0.001038336,0.001503842,0.0004623675,0.02121297,0.0004203838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837873,0.006559385,0.000005736774,0.002185994,0.0008543115,0.001567669,0.0001094318,0.00002519957,0.004905002],"genre_scores_gemma":[0.9956262,0.001376611,0.0008495874,0.0002398288,0.001362086,0.0001758808,0.00006319451,0.00005668688,0.0002499344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1679659,"threshold_uncertainty_score":0.9999233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238467625003172,"score_gpt":0.3421739260101356,"score_spread":0.3197892497601039,"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."}}