{"id":"W2271657262","doi":"10.5664/jcsm.26817","title":"The Scoring of Movements in Sleep","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medical school; Library science; Medicine; Medical education","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":[0.001688713,0.0008034093,0.0005345535,0.003086521,0.0004755847,0.0008798263,0.0006275172,0.0005589566,0.004658478],"category_scores_gemma":[0.003740479,0.0002386004,0.0006813409,0.001427481,0.0005308322,0.000591373,0.0009319072,0.0007204651,0.001596853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004341473,"about_ca_system_score_gemma":0.0004982699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00365729,"about_ca_topic_score_gemma":0.01052707,"domain_scores_codex":[0.9983266,0.0005766557,0.0002590563,0.0001422156,0.00056266,0.0001328087],"domain_scores_gemma":[0.9982816,0.0004047816,0.0002307588,0.0001207129,0.0007591986,0.0002029272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002872824,0.000275634,0.3045439,0.0007653047,0.0004477418,0.0009717402,0.0007941617,0.001021217,0.09807261,0.001707938,0.008682884,0.5798441],"study_design_scores_gemma":[0.0001171344,0.002046045,0.9533897,0.0002312444,0.0001706881,0.004953736,0.0006572063,0.004737281,0.02190065,0.0008054415,0.01088932,0.0001015277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8352168,0.008324668,0.06596818,0.0008499392,0.000907298,0.002923967,0.00587583,0.0009945409,0.07893884],"genre_scores_gemma":[0.9021041,0.003227114,0.05519962,0.0003900954,0.0001932041,0.001080703,0.002929331,0.0001858212,0.03468991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004658478,"threshold_uncertainty_score":0.01558423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1376347674968345,"score_gpt":0.5130196729165771,"score_spread":0.3753849054197426,"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."}}