{"id":"W2807766736","doi":"10.1212/wnl.88.16_supplement.p5.071","title":"Understanding the use of noninvasive ventilation in the treatment of amyotrophic lateral sclerosis in the US and Europe: results of an international physician survey (P5.071)","year":2017,"lang":"en","type":"article","venue":"Neurology","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Amyotrophic lateral sclerosis; Medicine; Pathology; Disease","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":[0.003358977,0.000122858,0.0002197764,0.0006593,0.0004298493,0.0009436467,0.0003844319,0.0008052833,0.001714611],"category_scores_gemma":[0.01514671,0.000222857,0.0005116233,0.001187421,0.0002861051,0.001434569,0.0008080813,0.001016892,0.0002385015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005844786,"about_ca_system_score_gemma":0.001229484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02133911,"about_ca_topic_score_gemma":0.02271546,"domain_scores_codex":[0.9980206,0.0008005844,0.0003782205,0.000118036,0.0004289836,0.0002535541],"domain_scores_gemma":[0.9868557,0.003928811,0.006244487,0.0002468574,0.001561796,0.001162381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002645864,0.00007700457,0.9949143,0.00003033431,0.0000388169,0.0000217282,0.0008804457,0.00004257466,0.00003524901,0.00002040175,0.0005339491,0.003378726],"study_design_scores_gemma":[0.000005140192,0.00005449248,0.9966887,0.00005625133,0.00001717999,0.00004661901,0.002399141,0.0001155448,0.00002836918,0.00001709687,0.0005669357,0.000004592376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929675,0.0008738616,0.0001600705,0.0026747,0.00002269185,0.00003308904,0.001064486,0.000004900213,0.00219874],"genre_scores_gemma":[0.9971328,0.0006887133,0.0003218016,0.0008303347,0.00001979769,0.00003045543,0.0006783751,0.00000353787,0.000294235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02133911,"threshold_uncertainty_score":0.0424298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2873568858953173,"score_gpt":0.3485715916160556,"score_spread":0.06121470572073823,"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."}}