{"id":"W2057236957","doi":"10.5664/jcsm.2772","title":"What Can Sleep Medicine Do?","year":2013,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Sleep medicine; Medicine; Surprise; Family medicine; Psychiatry; Psychology; Sleep disorder","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":[],"consensus_categories":[],"category_scores_codex":[0.003064425,0.0007213469,0.001428961,0.0009543024,0.008179805,0.004604611,0.00143102,0.05431025,0.009233841],"category_scores_gemma":[0.02788628,0.0006415619,0.00121754,0.0009503768,0.004148857,0.005646619,0.001947187,0.04383568,0.004444312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006014738,"about_ca_system_score_gemma":0.008107477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01023766,"about_ca_topic_score_gemma":0.02567773,"domain_scores_codex":[0.9970625,0.0009826557,0.0004382403,0.0002923344,0.0006761762,0.000548033],"domain_scores_gemma":[0.9892591,0.004987697,0.0008819582,0.0002444109,0.001581581,0.003045367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007382059,0.0001279617,0.003335738,0.00017449,0.00004104325,0.01648467,0.000662608,0.00006827829,0.0001625597,0.005517648,0.9521562,0.02119498],"study_design_scores_gemma":[0.0002572071,0.0001378959,0.006071876,0.002382023,0.0001115021,0.02934177,0.005537003,0.0005824407,0.0001883071,0.03717398,0.9180474,0.0001686471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000343401,0.001286912,0.00002367262,0.9867998,0.009324655,0.000004532305,0.000007986436,0.000004748913,0.002204316],"genre_scores_gemma":[0.006445176,0.002834584,0.0001730607,0.9250595,0.05957382,0.00002265028,0.00001070991,0.00001390867,0.00586662],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05431025,"threshold_uncertainty_score":0.04364014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08913752142799979,"score_gpt":0.4011781153913173,"score_spread":0.3120405939633175,"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."}}