{"id":"W2994747165","doi":"10.1016/j.sleep.2019.11.817","title":"Obstructive sleep apnea screening in high risk patients: missed opportunities for early diagnosis in primary care setting","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Obstructive sleep apnea; Primary care; Medicine; Intensive care medicine; Sleep apnea; Pediatrics; Emergency medicine; Internal medicine; Family 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":[0.001375127,0.0004948588,0.000805228,0.001636714,0.001207161,0.001837643,0.0007115907,0.002043055,0.004826393],"category_scores_gemma":[0.01561916,0.0005343742,0.0004936029,0.001192875,0.0003277046,0.00208872,0.0009248864,0.001693669,0.0004517056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008929129,"about_ca_system_score_gemma":0.001867709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01363986,"about_ca_topic_score_gemma":0.02268471,"domain_scores_codex":[0.9981638,0.0005083073,0.0002169204,0.0001975081,0.0004392303,0.0004743452],"domain_scores_gemma":[0.9926611,0.003551975,0.001478312,0.0001674718,0.0008715441,0.001269576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001214236,0.0001839775,0.9858337,0.00009172553,0.00002881745,0.001304312,0.0002448292,0.00003392813,0.0001401728,0.00009431574,0.001505142,0.0104177],"study_design_scores_gemma":[0.00002206848,0.0001989395,0.9911624,0.0003873528,0.00008294819,0.004201815,0.002023053,0.0006961736,0.0001057781,0.0003534345,0.0007496895,0.00001627906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700422,0.01010206,0.0003154973,0.01036937,0.0003984613,0.00006225101,0.0005751024,0.00002560657,0.008109319],"genre_scores_gemma":[0.9969262,0.001265361,0.0003115211,0.000803273,0.0002654137,0.00001707355,0.0001172753,0.000003597104,0.0002903643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01363986,"threshold_uncertainty_score":0.02712095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02814445773005956,"score_gpt":0.274533013774827,"score_spread":0.2463885560447675,"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."}}