{"id":"W2000310209","doi":"10.1164/ajrccm.170.2.950","title":"Diagnostic Access for Sleep Apnea in Spain","year":2004,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Sleep apnea; Sleep (system call); Apnea; Sleep apnea syndromes; Intensive care medicine; Polysomnography; Cardiology; Internal medicine","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":[0.001489582,0.0003711108,0.0006074784,0.0010043,0.001605148,0.001546719,0.0008014124,0.01357157,0.003406356],"category_scores_gemma":[0.008392989,0.0002885795,0.0005499101,0.0007946577,0.0007533263,0.0009451876,0.000875935,0.004582569,0.0006613148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003956227,"about_ca_system_score_gemma":0.00318462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02288642,"about_ca_topic_score_gemma":0.03459028,"domain_scores_codex":[0.9986827,0.0002942657,0.0002256687,0.00009583977,0.000135181,0.0005664151],"domain_scores_gemma":[0.996108,0.001511765,0.0004854218,0.0001402332,0.0008015467,0.0009530355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001372028,0.0004811885,0.3487498,0.0004299834,0.0001236669,0.3330393,0.00147286,0.0006462305,0.00164484,0.002505896,0.2667288,0.04280545],"study_design_scores_gemma":[0.002730259,0.0009169673,0.3449184,0.002993027,0.0005686507,0.3479278,0.01904457,0.007059615,0.002165593,0.009945854,0.2614764,0.0002527387],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1641815,0.007922239,0.0005085715,0.7846789,0.01054259,0.00007145167,0.0003054292,0.00009584963,0.03169344],"genre_scores_gemma":[0.6645032,0.004442082,0.0006760842,0.3051288,0.01376419,0.0000638833,0.000308924,0.00004716172,0.01106571],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02288642,"threshold_uncertainty_score":0.04550642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03290211396622573,"score_gpt":0.3684827698807491,"score_spread":0.3355806559145234,"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."}}