{"id":"W4402923235","doi":"10.3390/brainsci14100978","title":"Sleep Apnea and Amyotrophic Lateral Sclerosis: Cause, Correlation, Any Relation?","year":2024,"lang":"en","type":"review","venue":"Brain Sciences","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Public Health Ontario","keywords":"Amyotrophic lateral sclerosis; Neuroscience; Neurodegeneration; Motor neuron; Glymphatic system; Medicine; Disease; Brainstem; Psychology; Spinal cord; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001347197,0.0005090812,0.001297965,0.0007086283,0.0004405316,0.0004427601,0.0004053055,0.0004514308,0.0002341555],"category_scores_gemma":[0.0004679953,0.0003247091,0.0003164432,0.002045211,0.001093338,0.0003647012,0.0003293721,0.0009360451,0.0007303068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001986976,"about_ca_system_score_gemma":0.0005206395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005299498,"about_ca_topic_score_gemma":0.000009433803,"domain_scores_codex":[0.9959432,0.0002909612,0.0008266945,0.001140229,0.001124691,0.0006741754],"domain_scores_gemma":[0.998435,0.0003961799,0.0002316398,0.0004466263,0.0001178943,0.0003726312],"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":[0.00002221972,0.00009990446,0.00167216,0.01461631,0.0005134301,0.0001884105,0.0005632169,0.00001571353,0.00003326769,0.003652987,0.0169024,0.96172],"study_design_scores_gemma":[0.000592677,0.0006427389,0.01684236,0.02814863,0.001800447,0.0006664683,0.00003789091,0.003905721,4.537349e-7,0.001012961,0.9454349,0.0009147191],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000911301,0.9926558,0.00004258799,0.003070933,0.0005334307,0.00118096,0.00003036682,0.0001729142,0.00140175],"genre_scores_gemma":[0.004713764,0.9892311,0.0003934919,0.0003127608,0.0005008607,0.0001354986,0.00005990365,0.00006949614,0.00458312],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9608052,"threshold_uncertainty_score":0.9999205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1274621855116818,"score_gpt":0.3880990896607664,"score_spread":0.2606369041490846,"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."}}