{"id":"W2131268486","doi":"10.1016/j.amjmed.2005.01.077","title":"Aging Influences on Pharyngeal Anatomy and Physiology: The Predisposition to Pharyngeal Collapse","year":2006,"lang":"en","type":"article","venue":"The American Journal of Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":331,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Center for Research Resources; American Heart Association; Medical Research Council; National Institutes of Health; Medical Research Council Canada; National Institute on Aging; Deutsches Krebsforschungszentrum","keywords":"Medicine; Pharynx; Anatomy; Pharyngeal muscles; Physiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124639515674565,"score_gpt":0.3238354718478068,"score_spread":0.3125890766910611,"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."},"direct_labels":[],"classifier":{"requested":true,"available":true,"version":"metacan-v1-d91a1de5be90","frame_rows_covered":4299418,"decision_targets":["metaresearch","metaepi_narrow","metaepi_broad","bibliometrics","sts","scholarly_communication","open_science","research_integrity","randomized_trial","nonrandomized_trial","observational","systematic_review","meta_analysis","case_report","qualitative","simulation_or_modeling","bench_or_experimental","theoretical_or_conceptual","not_applicable"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame.","warning":null},"prediction":{"classifier_version":"metacan-v1-d91a1de5be90","candidate_union":["nonrandomized_trial","observational","bench_or_experimental"],"consensus_intersection":["observational"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"scores":{"codex":{"metaresearch":0.000030518043793392844,"metaepi_narrow":0.000030518043793392844,"metaepi_broad":0.00015259021896696422,"bibliometrics":0.0005645838101777677,"sts":0,"scholarly_communication":0.0002746623941405356,"open_science":0.00007629510948348211,"research_integrity":0.00022888532845044633,"randomized_trial":0.0009308003356984818,"nonrandomized_trial":0.000030518043793392844,"observational":0.17363241016250858,"systematic_review":0.00018310826276035706,"meta_analysis":0.000289921416037232,"case_report":0.00045777065690089265,"qualitative":0.00009155413138017853,"simulation_or_modeling":0.00016784924086366064,"bench_or_experimental":0.10777447165636683,"theoretical_or_conceptual":0.0039673456931410694,"not_applicable":0.002532997634851606,"design_other":0.04553292133974212},"gemma":{"metaresearch":0.00018310826276035706,"metaepi_narrow":0.000015259021896696422,"metaepi_broad":0.000030518043793392844,"bibliometrics":0.00018310826276035706,"sts":0.00015259021896696422,"scholarly_communication":0.00025940337224383917,"open_science":0.00007629510948348211,"research_integrity":0.00019836728465705348,"randomized_trial":0.001052872510872053,"nonrandomized_trial":0.0049897001602197295,"observational":0.8162661173418784,"systematic_review":0.00012207217517357137,"meta_analysis":0.00019836728465705348,"case_report":0.002105745021744106,"qualitative":0.00024414435034714275,"simulation_or_modeling":0.001083390554665446,"bench_or_experimental":0.0012512397955291067,"theoretical_or_conceptual":0.004837109941252766,"not_applicable":0.0020294499122606243}},"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame."}}