{"id":"W4406563149","doi":"10.1016/j.bjorlp.2017.05.054","title":"10.1016/j.bjorlp.2017.05.054","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Sleep apnea; Medicine; Apnea; Sleep (system call); Pharyngeal muscles; Pharynx; Computer science; Internal medicine; Anatomy","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":[0.0009415963,0.0008417917,0.0006988418,0.001820711,0.001122491,0.003082231,0.001086198,0.003737291,0.8712392],"category_scores_gemma":[0.002994487,0.0004261774,0.0006803566,0.0007732773,0.0008343828,0.002153269,0.001529946,0.002074388,0.8337863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013256,"about_ca_system_score_gemma":0.001466084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002567486,"about_ca_topic_score_gemma":0.003281247,"domain_scores_codex":[0.9995515,0.00004174418,0.00003415461,0.00008836391,0.0001426059,0.0001416108],"domain_scores_gemma":[0.998239,0.0002633058,0.0001676512,0.00007788251,0.000412846,0.0008392577],"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":[0.0002768648,0.0002302535,0.007537477,0.0003621092,0.00003455002,0.0005046661,0.00007464241,0.00009479545,0.0003847716,0.001804151,0.5280955,0.4606002],"study_design_scores_gemma":[0.00005989801,0.0001264141,0.007927179,0.001230151,0.00003776071,0.004309954,0.000283306,0.0001422816,0.0002932616,0.002918234,0.9826418,0.00002959386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007751713,0.03026606,0.001500958,0.02955803,0.01032597,0.0001113684,0.004880751,0.001563987,0.9140412],"genre_scores_gemma":[0.0141226,0.007346223,0.001009528,0.003476891,0.002291433,0.00006738477,0.002110689,0.000303666,0.9692717],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1287608,"threshold_uncertainty_score":0.1836616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294121383121522,"score_gpt":0.2437769531721097,"score_spread":0.2308357393408945,"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."}}