{"id":"W4406564674","doi":"10.1016/j.ypdi.2016.01.011","title":"10.1016/j.ypdi.2016.01.011","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; Cohort; Sleep (system call); Association (psychology); Cohort study; Emergency medicine; Internal medicine","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":[0.0007340827,0.0007789173,0.0005235141,0.00147065,0.0008708004,0.002848027,0.00103531,0.003282875,0.8618657],"category_scores_gemma":[0.001869151,0.0003575183,0.0005067226,0.0006709503,0.0007262591,0.002290777,0.00128507,0.00174755,0.8362538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007679017,"about_ca_system_score_gemma":0.001210421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002144909,"about_ca_topic_score_gemma":0.001979402,"domain_scores_codex":[0.9997587,0.0000201573,0.00002066765,0.0000578618,0.00007917018,0.00006355264],"domain_scores_gemma":[0.9987804,0.000165302,0.000118942,0.00007323977,0.0002989635,0.0005630967],"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":[0.0002229007,0.0001306666,0.003742333,0.0003726625,0.00002475324,0.0003538647,0.0001095837,0.0001055599,0.0006094195,0.003333906,0.4424916,0.5485028],"study_design_scores_gemma":[0.00004398749,0.00006650152,0.004116884,0.0006469098,0.00002239514,0.002340243,0.0002179166,0.0001129209,0.000325164,0.003115339,0.9889743,0.00001740744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004890614,0.02619385,0.00312537,0.02515295,0.008012437,0.0001246915,0.004373606,0.002154098,0.9259724],"genre_scores_gemma":[0.01244622,0.007128447,0.002000537,0.003705637,0.001980088,0.00007764255,0.002223937,0.0003014983,0.9701361],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1381343,"threshold_uncertainty_score":0.1970318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066442896510681,"score_gpt":0.232209582261922,"score_spread":0.2215451532968152,"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."}}