{"id":"W2738794976","doi":"10.12968/denu.2001.28.4.180a","title":"Help for Snorers","year":2001,"lang":"en","type":"article","venue":"Dental Update","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dentistry; Medicine; Sleep (system call); Orthodontics; 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":[0.0003485942,0.0007245133,0.00065318,0.000900348,0.001288492,0.0007678713,0.0006677006,0.002338577,0.09603433],"category_scores_gemma":[0.002649118,0.0001875195,0.0007320854,0.0002403473,0.0001895876,0.001031946,0.001124173,0.00157965,0.04206532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002003538,"about_ca_system_score_gemma":0.0005184885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001651955,"about_ca_topic_score_gemma":0.004241462,"domain_scores_codex":[0.9998389,0.00002460635,0.00001498372,0.00002430684,0.00005083455,0.00004627202],"domain_scores_gemma":[0.9994044,0.00009450472,0.00004117403,0.00003329259,0.0001504926,0.0002761215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001605136,0.0003233823,0.004658126,0.0005059867,0.00002457621,0.002281127,0.0002740025,0.00003073714,0.0006879312,0.0003616579,0.688948,0.301744],"study_design_scores_gemma":[0.0002171911,0.0004540456,0.01958176,0.001662765,0.0001211224,0.01600411,0.001390379,0.000120186,0.0006513823,0.002008422,0.957739,0.00004956085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06918462,0.166748,0.008433367,0.228319,0.04775573,0.001223829,0.005835303,0.007277852,0.4652223],"genre_scores_gemma":[0.1302192,0.1133908,0.02138985,0.1164752,0.02829629,0.001092289,0.004602042,0.0008827822,0.5836515],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09603433,"threshold_uncertainty_score":0.3212668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356416433220392,"score_gpt":0.3272341497356335,"score_spread":0.3036699854034296,"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."}}