{"id":"W3206141263","doi":"10.15331/jdsm.7212","title":"Obstructive Sleep Apnea Knowledge Among Dentists and Physicians","year":2021,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Sleep apnea; Apnea; Family medicine; Emergency medicine; Anesthesia; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002115256,0.0001063103,0.0002566291,0.0007884481,0.0004555664,0.0007015948,0.000297129,0.0006075354,0.003885286],"category_scores_gemma":[0.01420772,0.0002263621,0.0002742389,0.0006742994,0.0003470701,0.0006074324,0.000622541,0.000422406,0.0002398601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000778436,"about_ca_system_score_gemma":0.001433833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02152063,"about_ca_topic_score_gemma":0.02358333,"domain_scores_codex":[0.9984421,0.0002229622,0.0001434308,0.0001733424,0.0008061964,0.0002120346],"domain_scores_gemma":[0.9883457,0.004136285,0.004477294,0.0002716451,0.001576086,0.001192953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003012384,0.0000587966,0.9951594,0.00002626945,0.00001616028,0.000048674,0.001302459,0.00001813153,0.0000780164,0.000009884442,0.0002405431,0.003011402],"study_design_scores_gemma":[0.000005161352,0.00006412643,0.9975956,0.00002630183,0.000008703119,0.0001472093,0.001675751,0.00005468635,0.00003434304,0.000006579077,0.0003795058,0.000002059673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979032,0.0003385816,0.00001872072,0.0002744112,0.000007603235,0.00001109478,0.0001355248,0.000001534724,0.001309213],"genre_scores_gemma":[0.9992051,0.0001952285,0.00005138132,0.0001145852,0.00001572618,0.00001113552,0.000129586,5.90001e-7,0.0002768542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02152063,"threshold_uncertainty_score":0.04279071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408929431072786,"score_gpt":0.3055600569463864,"score_spread":0.2914707626356585,"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."}}