{"id":"W4406563259","doi":"10.1016/j.bjorlp.2016.12.003","title":"10.1016/j.bjorlp.2016.12.003","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 (system call); Medicine; Sleep apnea; Audiology; Cardiology; Computer science","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":[0.0008574496,0.0009158778,0.0006023578,0.001914161,0.0009177742,0.002615151,0.001050958,0.003367211,0.8856727],"category_scores_gemma":[0.002294326,0.0004266064,0.0006505294,0.0007740005,0.0007751886,0.002148489,0.001430209,0.001855014,0.8689013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008543558,"about_ca_system_score_gemma":0.001111463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002597988,"about_ca_topic_score_gemma":0.003437763,"domain_scores_codex":[0.9996418,0.00003111778,0.00003210661,0.00007666813,0.0001149818,0.0001034151],"domain_scores_gemma":[0.9986212,0.0002262579,0.0001513314,0.00006185825,0.0003062385,0.0006331857],"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":[0.0002462566,0.0002228212,0.006690547,0.0004108326,0.00003338895,0.0004866778,0.00006822262,0.0001150436,0.0003905141,0.00172108,0.4633055,0.5263091],"study_design_scores_gemma":[0.0000510391,0.0001011503,0.006134841,0.001191014,0.00003329556,0.00419586,0.0002081681,0.0001527267,0.0002678318,0.002088036,0.9855512,0.0000248813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00581521,0.0285254,0.001533549,0.0177644,0.006495049,0.00009485851,0.003927746,0.001507868,0.9343359],"genre_scores_gemma":[0.01154256,0.007609013,0.001270451,0.002873086,0.001930048,0.00006059073,0.002002751,0.0002877848,0.9724237],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1143273,"threshold_uncertainty_score":0.163074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035953136867244,"score_gpt":0.2302834580204009,"score_spread":0.2199239266517285,"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."}}