{"id":"W4406521985","doi":"10.1016/j.yccm.2012.07.055","title":"10.1016/j.yccm.2012.07.055","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; Obstructive sleep apnea; Sleep apnea; Apnea; Intensive care 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":[0.0005982065,0.000927898,0.0005478055,0.0016721,0.001388801,0.002724319,0.001039202,0.004061511,0.9324386],"category_scores_gemma":[0.002170181,0.0003737313,0.0005967538,0.0007120886,0.0008899561,0.002759338,0.001385502,0.001845295,0.8860139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008133069,"about_ca_system_score_gemma":0.001521044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003504473,"about_ca_topic_score_gemma":0.003674687,"domain_scores_codex":[0.9997588,0.00002050635,0.00001697991,0.00005840055,0.00007171043,0.00007366078],"domain_scores_gemma":[0.9986941,0.0002075722,0.0001071291,0.0000654123,0.0002884772,0.0006373159],"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":[0.0001677571,0.0001876358,0.003620399,0.0002571339,0.00001864718,0.0003347426,0.00009314674,0.00008257256,0.0003672382,0.002902298,0.4991353,0.4928332],"study_design_scores_gemma":[0.00006397432,0.00009664524,0.00604307,0.001009362,0.00002614424,0.003350934,0.0003815839,0.0001678548,0.0002546326,0.003666038,0.9849138,0.00002602856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003419994,0.01117601,0.001235729,0.01568944,0.003983388,0.00009131906,0.002237813,0.001245458,0.9609208],"genre_scores_gemma":[0.008684862,0.003885515,0.001087064,0.003356609,0.00108276,0.00006058525,0.001229069,0.0002058036,0.9804078],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06756145,"threshold_uncertainty_score":0.09636819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075274641689629,"score_gpt":0.2364368870227115,"score_spread":0.2256841406058152,"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."}}