{"id":"W3012916922","doi":"10.1503/cmaj.191236","title":"Edaravone for amyotrophic lateral sclerosis: barriers to access and lifeboat ethics","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Health Sciences Centre; Ottawa Hospital; University of Toronto; University of Ottawa; Sunnybrook Health Science Centre","funders":"","keywords":"Amyotrophic lateral sclerosis; Riluzole; Edaravone; Medicine; Physical medicine and rehabilitation; Paralysis; Life expectancy; Surgery; Disease; Anesthesia; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02962739,0.0001773147,0.0004409136,0.0004391789,0.002750093,0.006218021,0.001753145,0.006170033,0.0199925],"category_scores_gemma":[0.09017275,0.0002477005,0.0005112581,0.0004337772,0.004715497,0.005716947,0.00616898,0.009016734,0.003047782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004457965,"about_ca_system_score_gemma":0.02470367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005839856,"about_ca_topic_score_gemma":0.01040261,"domain_scores_codex":[0.9782768,0.01248717,0.00177704,0.001054068,0.004118094,0.002286881],"domain_scores_gemma":[0.8963653,0.06319576,0.00755624,0.003965301,0.01106956,0.01784787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004703905,0.0004323966,0.01365151,0.0009652715,0.00009426085,0.00272625,0.005007591,0.0004661765,0.001422243,0.1373569,0.4971331,0.3402739],"study_design_scores_gemma":[0.0002488746,0.0003166075,0.007281517,0.003632636,0.00005283581,0.004586758,0.00519803,0.0006022716,0.0007730711,0.06400931,0.9132068,0.00009136422],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01432383,0.01575688,0.002714805,0.9211543,0.002179571,0.0001362848,0.000133687,0.00007303459,0.04352771],"genre_scores_gemma":[0.4836417,0.02332287,0.008116325,0.4527184,0.006020678,0.0005619489,0.0003182982,0.0002884992,0.02501125],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02962739,"threshold_uncertainty_score":0.1566865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06679030355514161,"score_gpt":0.3337493797793587,"score_spread":0.2669590762242171,"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."}}