{"id":"W2075391701","doi":"10.1017/s0317167100009653","title":"NIPPV: Prevalence, Approach and Barriers to Use at Canadian ALS Centres","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Amyotrophic lateral sclerosis; Positive pressure ventilation; Emergency medicine; Respiratory system; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001547531,0.0002438514,0.0002956311,0.001026325,0.002375773,0.001601954,0.001419184,0.0004905461,0.001941925],"category_scores_gemma":[0.007780451,0.0002080021,0.0003402989,0.002171683,0.00101136,0.0006084942,0.001649385,0.0006525578,0.0001579278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01457973,"about_ca_system_score_gemma":0.02342444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.920442,"about_ca_topic_score_gemma":0.9395601,"domain_scores_codex":[0.9964478,0.0004641601,0.0002788911,0.0003551532,0.001631579,0.0008224755],"domain_scores_gemma":[0.9902683,0.001102285,0.003420037,0.0001462454,0.0026955,0.002367683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006697493,0.00004311284,0.9781435,0.0001915473,0.00003123932,0.0001768869,0.004889012,0.0001339692,0.000266201,0.0001045787,0.001055523,0.01489758],"study_design_scores_gemma":[0.000003658661,0.00005617753,0.9910863,0.00009937996,0.00001214544,0.0002139011,0.007337362,0.0001838491,0.0000728057,0.00001586559,0.0009027777,0.00001573486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949983,0.001050637,0.0001629255,0.0008352895,0.00001267075,0.00005413355,0.0007176459,0.00001497358,0.002153418],"genre_scores_gemma":[0.9987057,0.0005301443,0.0002383473,0.0001280093,0.00000631671,0.00001572296,0.000218003,0.000002631161,0.0001551441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07955796,"threshold_uncertainty_score":0.160053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04346805687935355,"score_gpt":0.2850132430712862,"score_spread":0.2415451861919326,"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."}}