{"id":"W4406564960","doi":"10.1016/j.ypdi.2014.02.012","title":"10.1016/j.ypdi.2014.02.012","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; Central sleep apnea; Sleep apnea; Apnea; Anesthesia; Ventilation (architecture); Randomized controlled trial; Sleep (system call); Positive pressure ventilation; Obstructive sleep apnea; Continuous positive airway pressure; Internal medicine; Polysomnography","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":[0.0007508612,0.0008897671,0.000526698,0.001669859,0.0009021884,0.002682293,0.001026484,0.003224695,0.8897964],"category_scores_gemma":[0.001810143,0.0003991425,0.0005044176,0.0007424321,0.0007515291,0.002280475,0.001322061,0.001711515,0.8597036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007491865,"about_ca_system_score_gemma":0.001118027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001942486,"about_ca_topic_score_gemma":0.001746418,"domain_scores_codex":[0.9997411,0.00002164576,0.00002079977,0.00006721295,0.00008374453,0.00006532874],"domain_scores_gemma":[0.9988142,0.0001739048,0.0001241326,0.00007208769,0.0002683171,0.0005473449],"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":[0.0002313611,0.0001748548,0.00443214,0.0003679411,0.00002686205,0.0003519478,0.0001189905,0.0001176713,0.0006666232,0.003865773,0.3886168,0.601029],"study_design_scores_gemma":[0.00005314341,0.00008167752,0.005014739,0.0007131789,0.00002646454,0.0026743,0.0002485225,0.0001424859,0.0003668418,0.003490461,0.987166,0.0000221121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005243558,0.0195455,0.003064296,0.01817904,0.005559423,0.0001204984,0.004078641,0.002169348,0.9420398],"genre_scores_gemma":[0.01252682,0.005555063,0.002017311,0.003248528,0.00152197,0.00007864691,0.00208853,0.0003090757,0.972654],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1102036,"threshold_uncertainty_score":0.157192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009131076287607117,"score_gpt":0.2320335802917768,"score_spread":0.2229025040041697,"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."}}