{"id":"W4406564918","doi":"10.1016/j.ypdi.2014.02.034","title":"10.1016/j.ypdi.2014.02.034","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Sense (electronics); Airway; Positive airway pressure; Intensive care medicine; Internal 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":[0.0007338861,0.0008885814,0.0005470198,0.001727788,0.0009092396,0.002831808,0.001059368,0.003242727,0.8956105],"category_scores_gemma":[0.001831196,0.00040768,0.0005082553,0.000821263,0.000756088,0.002288552,0.001324025,0.001718173,0.8663675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007451795,"about_ca_system_score_gemma":0.001149982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001983953,"about_ca_topic_score_gemma":0.001739128,"domain_scores_codex":[0.999741,0.00002140814,0.00002162735,0.00007018817,0.00008333351,0.00006249694],"domain_scores_gemma":[0.9987852,0.0001821771,0.0001333795,0.00007640916,0.0002783538,0.0005444568],"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":[0.0002237266,0.0001666495,0.004340909,0.0003791314,0.00002682401,0.0003299443,0.0001146528,0.0001214321,0.0006563694,0.003696468,0.3882185,0.6017255],"study_design_scores_gemma":[0.00005181376,0.00008011706,0.004817295,0.0007121825,0.00002732871,0.002537402,0.0002396383,0.0001452781,0.0003600538,0.003466225,0.9875398,0.00002289957],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004938832,0.01973341,0.00302743,0.01709842,0.005500501,0.0001235258,0.004427976,0.002317212,0.9428327],"genre_scores_gemma":[0.01215518,0.005669773,0.001937005,0.003166422,0.001488204,0.00007883439,0.002200339,0.0003315315,0.9729728],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1043895,"threshold_uncertainty_score":0.148899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008945905215939477,"score_gpt":0.2314886904314095,"score_spread":0.2225427852154701,"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."}}