{"id":"W2799471079","doi":"10.1183/13993003.00624-2018","title":"To sleep: perchance to ditch the ventilator","year":2018,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Sleep and related disorders","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Misericordia Community Hospital; University of Manitoba","funders":"","keywords":"Sleep (system call); Ditch; Environmental science; Psychology; Medicine; Computer science; Biology; Ecology; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000573331,0.0006326968,0.0005509321,0.0003198323,0.001989616,0.0008782935,0.000862967,0.01565818,0.007427272],"category_scores_gemma":[0.005457388,0.0002027589,0.0007987003,0.0001786285,0.001244088,0.00225352,0.0005385987,0.01570471,0.005136413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599053,"about_ca_system_score_gemma":0.0008858222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003771862,"about_ca_topic_score_gemma":0.006424285,"domain_scores_codex":[0.9995937,0.0001189844,0.00005519321,0.00005964737,0.00009600216,0.00007651397],"domain_scores_gemma":[0.9992587,0.0003183144,0.0000536379,0.00004720631,0.0001316465,0.0001904942],"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":[0.0002377902,0.0002767608,0.003359147,0.0001426293,0.00003810671,0.04937819,0.0004681893,0.0001348908,0.001324999,0.004045003,0.89872,0.04187421],"study_design_scores_gemma":[0.0004577972,0.0008974632,0.009920218,0.0009470163,0.00008296509,0.1348176,0.002123897,0.001734212,0.001298556,0.01918033,0.8284011,0.0001388867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004844689,0.00296646,0.0004617446,0.9560735,0.0248206,0.00004605758,0.00005188878,0.0001248171,0.01061029],"genre_scores_gemma":[0.03261857,0.003804625,0.0009658962,0.9038377,0.03416307,0.00007856812,0.00004553826,0.00004944489,0.02443666],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01565818,"threshold_uncertainty_score":0.02484673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03521820723533674,"score_gpt":0.3008598220553048,"score_spread":0.2656416148199681,"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."}}