{"id":"W2049855494","doi":"10.1097/00004691-200203000-00004","title":"Digital Tools in Polysomnography","year":2002,"lang":"en","type":"review","venue":"Journal of Clinical Neurophysiology","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Polysomnography; Medicine; Internal medicine","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":[0.001906912,0.001374695,0.00127262,0.004169181,0.000441172,0.001303098,0.00127694,0.001895204,0.006195406],"category_scores_gemma":[0.001975957,0.0004861602,0.0006436617,0.003800817,0.002167055,0.002674707,0.001335522,0.0023614,0.007651128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005552372,"about_ca_system_score_gemma":0.0007357737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001311423,"about_ca_topic_score_gemma":0.001385859,"domain_scores_codex":[0.998958,0.0002649458,0.0001496803,0.0001680173,0.0004249903,0.00003436692],"domain_scores_gemma":[0.998751,0.0007276139,0.0001054821,0.0001058477,0.0002489695,0.00006103017],"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":[0.00004751093,0.00004320655,0.0004370525,0.005944857,0.00004875693,0.0004611378,0.0001257214,0.0001880573,0.002584785,0.007279545,0.01426749,0.9685718],"study_design_scores_gemma":[0.00001841966,0.00016009,0.003348081,0.003368508,0.00006574442,0.006539197,0.0001769668,0.0002446966,0.001716349,0.01293655,0.9713711,0.0000542887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003975856,0.9855746,0.004673036,0.0008291881,0.0008743288,0.00002662578,0.00005017344,0.00006485128,0.007509541],"genre_scores_gemma":[0.00345863,0.9775554,0.009130361,0.001228263,0.001461115,0.00007597765,0.0001510427,0.00002937609,0.006909906],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006195406,"threshold_uncertainty_score":0.02072567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4078524783006193,"score_gpt":0.4983098472409042,"score_spread":0.09045736894028489,"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."}}