{"id":"W4406411507","doi":"10.1016/j.ypdi.2014.02.010","title":"10.1016/j.ypdi.2014.02.010","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":"Medicine; Sleep apnea; Continuous positive airway pressure; Airway; Positive airway pressure; Obstructive sleep apnea; Apnea; Sleep (system call); Anesthesia; Intensive care medicine","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":[0.0007190668,0.0008657908,0.0005152223,0.001644749,0.0008731388,0.002592297,0.001052648,0.003260276,0.8949953],"category_scores_gemma":[0.001816737,0.0003846476,0.0005070934,0.0007274273,0.0007287199,0.002212067,0.001318762,0.001666812,0.8673782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007496486,"about_ca_system_score_gemma":0.001101891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001949792,"about_ca_topic_score_gemma":0.001756185,"domain_scores_codex":[0.9997553,0.0000204728,0.0000196249,0.00006278548,0.0000801014,0.0000617086],"domain_scores_gemma":[0.998803,0.0001726588,0.0001201968,0.00007168329,0.0002644401,0.0005680972],"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":[0.0002167567,0.0001622823,0.003714771,0.0003507792,0.00002418773,0.0003242488,0.0001083944,0.0001152313,0.0006643137,0.0037401,0.3967192,0.5938597],"study_design_scores_gemma":[0.00004753728,0.00007540333,0.004307185,0.0006319702,0.00002352557,0.002385826,0.0002164981,0.00012886,0.0003489823,0.003174243,0.9886405,0.00001945933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004501618,0.01699785,0.002921978,0.01642186,0.005239389,0.0001169831,0.003889356,0.002151215,0.9477597],"genre_scores_gemma":[0.0111358,0.004946313,0.001926157,0.003028801,0.001410691,0.00007550885,0.002046641,0.0003058916,0.9751242],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1050047,"threshold_uncertainty_score":0.1497765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008536954499950303,"score_gpt":0.2306269419629726,"score_spread":0.2220899874630223,"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."}}