{"id":"W6930893712","doi":"10.5281/zenodo.1450468","title":"Sleep Apnea Devices Market Share will Increase more than US$ 6.5 Billion By 2022","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Liver physiology and pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sleep apnea; Apnea; Central sleep apnea; Obstructive sleep apnea; Sleep (system call); Product (mathematics); Sleep apnea syndromes; Diabetes mellitus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006671037,0.001053062,0.000475536,0.001324934,0.0007377741,0.003029236,0.0006832217,0.001968041,0.2060404],"category_scores_gemma":[0.001613278,0.0002623251,0.001065916,0.001161846,0.0004387947,0.002148032,0.001153095,0.001955118,0.2020281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008168521,"about_ca_system_score_gemma":0.001477436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003663491,"about_ca_topic_score_gemma":0.00395198,"domain_scores_codex":[0.9992219,0.00004530036,0.0000329274,0.0001058022,0.0005065256,0.00008764326],"domain_scores_gemma":[0.9989201,0.0001069301,0.00008308471,0.00003483497,0.0005766,0.000278508],"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":[0.0000799606,0.00003783983,0.0004228439,0.0001453063,0.000008632072,0.00004564346,0.00001827316,0.00007283093,0.001413564,0.003040104,0.9154582,0.0792568],"study_design_scores_gemma":[0.00001641368,0.00005539601,0.001413124,0.00008165549,0.000009967066,0.00007944843,0.00003829839,0.0002362129,0.0004150042,0.0005171818,0.9971275,0.000009919321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00768952,0.01511602,0.003356224,0.02789917,0.02401282,0.0002717836,0.03561745,0.005242517,0.8807945],"genre_scores_gemma":[0.02112078,0.01364079,0.002720039,0.009187797,0.004965716,0.0001916031,0.03542953,0.0006690713,0.9120747],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2060404,"threshold_uncertainty_score":0.6892738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01985225874159968,"score_gpt":0.2525021832903633,"score_spread":0.2326499245487636,"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."}}