{"id":"W3159999772","doi":"10.1002/9781119745532.ch10","title":"Future Priorities and Directions in ALS Research and Treatment","year":2021,"lang":"de","type":"other","venue":"","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Amyotrophic lateral sclerosis; Speculation; Disease; Data science; Population; Medicine; Intensive care medicine; Computer science; Pathology; Business; Environmental health","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":[0.01108481,0.0009422873,0.001433351,0.002106394,0.002045932,0.006580224,0.002033911,0.007416316,0.04609651],"category_scores_gemma":[0.01104133,0.000376037,0.001226603,0.001760161,0.00217778,0.00717324,0.003849987,0.0091769,0.01466011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004473074,"about_ca_system_score_gemma":0.01488857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003054978,"about_ca_topic_score_gemma":0.008887666,"domain_scores_codex":[0.9967453,0.001440326,0.0003182656,0.0002768721,0.0007055586,0.0005136106],"domain_scores_gemma":[0.9898452,0.003884532,0.0004819063,0.0003546345,0.00260893,0.002824824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000150019,0.000198793,0.0005104316,0.002229001,0.00003828355,0.0002847889,0.0002945825,0.0003670538,0.0002417367,0.04789764,0.5103776,0.4374101],"study_design_scores_gemma":[0.00005835538,0.0000994859,0.000407153,0.004488434,0.0000278011,0.0003543467,0.0007368974,0.0001628021,0.00009052017,0.04213165,0.9514149,0.00002770224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0005202589,0.3749373,0.00265565,0.5641794,0.01945106,0.00009124372,0.0003730162,0.0002509983,0.03754107],"genre_scores_gemma":[0.007735384,0.7560664,0.01775229,0.1417829,0.02437835,0.0005862277,0.001388028,0.000209425,0.0501011],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04609651,"threshold_uncertainty_score":0.1542082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09799033415170404,"score_gpt":0.3944903620735899,"score_spread":0.2965000279218858,"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."}}