{"id":"W4406564871","doi":"10.1016/j.ypdi.2015.02.066","title":"10.1016/j.ypdi.2015.02.066","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Tongue; Sleep (system call); Internal medicine; Audiology; Cardiology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000705255,0.0008595581,0.0005505494,0.00160711,0.0009293765,0.002889874,0.001049843,0.003277131,0.8925784],"category_scores_gemma":[0.001817104,0.0003816956,0.0005135586,0.000737195,0.0007603039,0.002341826,0.001345592,0.001677873,0.8669413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000734673,"about_ca_system_score_gemma":0.0011324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0017882,"about_ca_topic_score_gemma":0.001588146,"domain_scores_codex":[0.9997481,0.00002140819,0.00002204449,0.00006804632,0.00007970441,0.00006069597],"domain_scores_gemma":[0.9987676,0.0001681845,0.000126061,0.00008064249,0.0002792359,0.0005783325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002099194,0.000156717,0.003857528,0.000360024,0.00002474142,0.0003559235,0.0001031799,0.0001047834,0.0006297419,0.003278249,0.4184276,0.5724916],"study_design_scores_gemma":[0.00005086746,0.00007560417,0.004114727,0.0006443424,0.00002455075,0.002632946,0.0002183756,0.0001335012,0.0003603981,0.003442972,0.9882807,0.00002108449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004346771,0.01900934,0.002927515,0.01801998,0.006324159,0.0001281112,0.004148242,0.002239832,0.9428561],"genre_scores_gemma":[0.01183783,0.00529604,0.001746187,0.003313509,0.001694556,0.00007673429,0.002004572,0.0002987213,0.9737319],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1074216,"threshold_uncertainty_score":0.1532239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009766759359017869,"score_gpt":0.2432346002240001,"score_spread":0.2334678408649823,"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."}}