{"id":"W1998530836","doi":"10.1002/lary.22510","title":"Four‐year outcomes of palatal implants for primary snoring treatment: A prospective longitudinal study","year":2012,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Body mass index; Prospective cohort study; Confounding; Polysomnography; Sleep apnea; Obstructive sleep apnea; Apnea; Surgery; Anesthesia; 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":[0.002393414,0.0003357047,0.0003961001,0.0007348046,0.0006771488,0.0006977391,0.0003764862,0.0007600377,0.001376171],"category_scores_gemma":[0.003364314,0.0003022268,0.001277206,0.0005080112,0.0002614046,0.0007969433,0.000488284,0.0009119952,0.0003149552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003612844,"about_ca_system_score_gemma":0.0005234792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002369012,"about_ca_topic_score_gemma":0.002403384,"domain_scores_codex":[0.9992047,0.0002089701,0.00008113356,0.0001387332,0.0002014762,0.0001651055],"domain_scores_gemma":[0.9972672,0.0004338827,0.001252552,0.000190897,0.0004128091,0.000442657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008809086,0.0003703095,0.9949158,0.00001286049,0.0001657436,0.0001200981,0.0001045462,0.00003363765,0.0003538478,0.000009012892,0.00007247511,0.002960825],"study_design_scores_gemma":[0.00005158671,0.002993416,0.9956952,0.00001812846,0.0001484368,0.0003032625,0.0002682847,0.0001325993,0.000162692,0.00001697019,0.0001993363,0.00001013542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991872,0.0003532884,0.00008259562,0.00003073935,0.000008171182,0.00001769141,0.0001798895,0.000002547586,0.0001378335],"genre_scores_gemma":[0.9990458,0.0001415586,0.00008084671,0.00002689785,0.00001462849,0.0000295015,0.0004082274,0.000001680489,0.0002508462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002393414,"threshold_uncertainty_score":0.0126577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06856605772820981,"score_gpt":0.3582198613483256,"score_spread":0.2896538036201157,"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."}}