{"id":"W4406564987","doi":"10.1016/j.ypdi.2013.02.020","title":"10.1016/j.ypdi.2013.02.020","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; Sleep disordered breathing; Breathing; Sleep (system call); Longitudinal study; Audiology; Cardiology; Anesthesia; Pathology; Obstructive sleep apnea","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":[0.0007854907,0.000972543,0.0005811157,0.001810514,0.0009371146,0.002806149,0.001109067,0.003407111,0.905242],"category_scores_gemma":[0.001729652,0.00042198,0.0005336371,0.0008043246,0.0007623534,0.002396669,0.00147774,0.001814111,0.8800288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007684057,"about_ca_system_score_gemma":0.001123742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002006165,"about_ca_topic_score_gemma":0.001788094,"domain_scores_codex":[0.999739,0.00002136494,0.00002112433,0.00007061005,0.00008284712,0.00006512637],"domain_scores_gemma":[0.9988543,0.0001668798,0.000116647,0.00007043732,0.0002538777,0.0005378661],"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":[0.0002226712,0.0001748298,0.003966124,0.0003606786,0.00002558274,0.000354796,0.0001056194,0.0001216635,0.0007054872,0.003819056,0.3858827,0.6042608],"study_design_scores_gemma":[0.00004868521,0.00007572516,0.004274797,0.0006453886,0.00002552758,0.002581744,0.0002188342,0.0001398409,0.0003801251,0.003177155,0.9884105,0.00002170521],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004476199,0.01801373,0.00309215,0.01563165,0.005226394,0.0001253739,0.004212876,0.002437488,0.9467841],"genre_scores_gemma":[0.01076886,0.005159094,0.001961729,0.003063309,0.001375291,0.00007906521,0.002134107,0.0003215637,0.975137],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09475797,"threshold_uncertainty_score":0.1351607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011057998225127,"score_gpt":0.2303739249190681,"score_spread":0.2202633449368168,"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."}}