{"id":"W4406562921","doi":"10.1016/j.bjorlp.2020.05.005","title":"10.1016/j.bjorlp.2020.05.005","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Airway; Medicine; Anesthesia","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":[0.0005252173,0.001514949,0.001503982,0.002121946,0.0005555231,0.001700927,0.001478355,0.003221487,0.7420618],"category_scores_gemma":[0.00116306,0.000504485,0.0007838338,0.002425095,0.0005622167,0.002183138,0.001175174,0.001634824,0.8021685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005798029,"about_ca_system_score_gemma":0.001021506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003141708,"about_ca_topic_score_gemma":0.00366903,"domain_scores_codex":[0.9998415,0.00001423146,0.0000176722,0.00003292633,0.00005360883,0.00004006754],"domain_scores_gemma":[0.9994282,0.0001572159,0.00008998082,0.0000194656,0.0001213705,0.0001837492],"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":[0.0001365115,0.00007502374,0.0003652383,0.002056083,0.0000316801,0.0001514923,0.00001826529,0.0001200937,0.00029499,0.00120039,0.2790374,0.7165127],"study_design_scores_gemma":[0.00004381136,0.00005917747,0.0008831109,0.001599904,0.00002632217,0.0007957736,0.00002320023,0.00003497062,0.0000706135,0.0005799431,0.995872,0.00001119291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001099296,0.3702373,0.0007446855,0.007363197,0.006911429,0.00009580897,0.002938555,0.0005916966,0.610018],"genre_scores_gemma":[0.00312012,0.1816299,0.001918633,0.004250704,0.0033735,0.0001265418,0.002965043,0.0001579684,0.8024577],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2579382,"threshold_uncertainty_score":0.3679175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02674642705042178,"score_gpt":0.2994653454420415,"score_spread":0.2727189183916197,"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."}}