{"id":"W4406565028","doi":"10.1016/j.ypdi.2014.02.005","title":"10.1016/j.ypdi.2014.02.005","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Randomized controlled trial; Airway; Positive airway pressure; Sleep apnea; Outcome (game theory); Anesthesia; 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":[0.0006861231,0.00085722,0.0005051994,0.001650737,0.0008655694,0.002603236,0.001021234,0.003091988,0.9035511],"category_scores_gemma":[0.001673708,0.000368752,0.0004850862,0.0007454391,0.0007327785,0.002170887,0.001276066,0.001572861,0.8752044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007186921,"about_ca_system_score_gemma":0.001021638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001946725,"about_ca_topic_score_gemma":0.001703562,"domain_scores_codex":[0.9997565,0.0000202419,0.00001967678,0.00006394414,0.00007742364,0.00006214031],"domain_scores_gemma":[0.9988317,0.0001703622,0.0001213715,0.00006945623,0.0002443638,0.0005628894],"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":[0.00020918,0.0001659391,0.00365985,0.0003643591,0.00002333964,0.0003041067,0.0001105614,0.0001235464,0.0007129789,0.003608107,0.37015,0.620568],"study_design_scores_gemma":[0.00004523177,0.0000723875,0.004038561,0.0006056782,0.00002146998,0.002132756,0.0002162209,0.0001360555,0.0003742684,0.002751132,0.9895879,0.00001839433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00463054,0.01631286,0.002935058,0.01417843,0.004494838,0.0001091484,0.003539045,0.002160857,0.9516391],"genre_scores_gemma":[0.01092631,0.004811079,0.001944323,0.002612964,0.001217662,0.00006764042,0.001766171,0.0002786741,0.9763752],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0964489,"threshold_uncertainty_score":0.1375726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00875271717005575,"score_gpt":0.231360100711088,"score_spread":0.2226073835410323,"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."}}