{"id":"W6902141417","doi":"10.6084/m9.figshare.14992897","title":"Additional file 1 of Development of a pediatric obstructive sleep apnea triage algorithm","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Triage; Obstructive sleep apnea; Sleep apnea; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002116247,0.0007781753,0.0007560321,0.001768884,0.0005770207,0.001262386,0.001270999,0.0008190805,0.7301165],"category_scores_gemma":[0.03694133,0.0004792778,0.0007499183,0.002409377,0.0001628544,0.001204934,0.0007753965,0.0009880498,0.09187949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049608,"about_ca_system_score_gemma":0.002012059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006921393,"about_ca_topic_score_gemma":0.009473776,"domain_scores_codex":[0.9990907,0.0002096789,0.000188105,0.0002275487,0.0002040801,0.00007993028],"domain_scores_gemma":[0.9730296,0.02111621,0.001250389,0.001084552,0.003064091,0.0004550516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003717684,0.00009012033,0.006465658,0.001052394,0.00004434569,0.00007922033,0.00007235166,0.0008195458,0.0001037789,0.0007657025,0.971302,0.01883318],"study_design_scores_gemma":[0.003679269,0.0003022392,0.05159203,0.004477234,0.0003186507,0.0009002731,0.0004866909,0.008568604,0.00209626,0.0123281,0.9150852,0.0001655141],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0005394471,0.00002197315,0.001520419,0.00015025,0.00003534666,0.0002131266,0.9951012,0.0005008172,0.001917498],"genre_scores_gemma":[0.02105746,0.0001849393,0.01825266,0.0007741494,0.0001645399,0.004287051,0.9428011,0.001822374,0.01065583],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7301165,"threshold_uncertainty_score":0.3849561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03608954672703535,"score_gpt":0.314371221201217,"score_spread":0.2782816744741816,"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."}}