{"id":"W4249110870","doi":"10.1503/cmaj.051673","title":"What's Up, Doc?","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.001676611,0.0007232922,0.001400724,0.002632575,0.003739435,0.007030203,0.00166389,0.009260866,0.1669628],"category_scores_gemma":[0.01778088,0.0006134929,0.001720012,0.002270517,0.001319307,0.005922703,0.001794074,0.007770699,0.08007705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003014985,"about_ca_system_score_gemma":0.01217709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04194103,"about_ca_topic_score_gemma":0.08915279,"domain_scores_codex":[0.9983339,0.0001609717,0.0002001362,0.0001111075,0.0008209207,0.0003729744],"domain_scores_gemma":[0.9857194,0.001048261,0.0007439815,0.00045888,0.007215132,0.004814428],"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":[0.00003447524,0.00008002656,0.0008742622,0.0001661111,0.00001042927,0.00009365953,0.00002607873,0.00001654975,0.00004471279,0.000173576,0.9704036,0.02807652],"study_design_scores_gemma":[0.000196433,0.0001224826,0.01796338,0.001703367,0.00005429484,0.0002714051,0.0007629963,0.0000638111,0.0001115912,0.0009866658,0.9776745,0.00008888567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001521003,0.01552542,0.0001369337,0.5944266,0.3238417,0.0003321324,0.003510984,0.0006282051,0.06007709],"genre_scores_gemma":[0.004101878,0.01357978,0.0006308099,0.6018473,0.1421121,0.0006943317,0.001578499,0.0002595063,0.2351958],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1669628,"threshold_uncertainty_score":0.5585461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008732951137960373,"score_gpt":0.2741404663398286,"score_spread":0.2654075152018683,"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."}}