{"id":"W4399294170","doi":"10.1080/21678421.2024.2358805","title":"Serum heat shock protein concentrations are not associated with amyotrophic lateral sclerosis risk or survival in three European populations","year":2024,"lang":"en","type":"article","venue":"Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Amyotrophic lateral sclerosis; Medicine; Heat shock protein; Shock (circulatory); Internal medicine; Cardiology; Biology; Disease; Genetics; Gene","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":[0.001310463,0.0006922127,0.0006171845,0.001066478,0.0007976252,0.0009249636,0.0004474671,0.0007330082,0.001960017],"category_scores_gemma":[0.002182245,0.000344901,0.0008969633,0.0009633276,0.0007295398,0.0003994739,0.0007837539,0.0003928888,0.0003343914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003866249,"about_ca_system_score_gemma":0.0003892417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005081028,"about_ca_topic_score_gemma":0.003163297,"domain_scores_codex":[0.9990853,0.0002940591,0.000103237,0.0003160374,0.00009303008,0.0001083209],"domain_scores_gemma":[0.9990386,0.0002167361,0.0003083447,0.0001426372,0.0001238378,0.0001698913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007227815,0.00006077292,0.9951293,0.0000178155,0.0002646883,0.0003028388,0.0003580545,0.00009216712,0.0009198268,0.00005504741,0.0001053861,0.001971286],"study_design_scores_gemma":[0.00004630019,0.0002515576,0.9980167,0.00000853046,0.0001348987,0.0005642666,0.0003686628,0.0001729408,0.0001177115,0.00006448313,0.0002448901,0.000009108808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993684,0.00009982061,0.0001457421,0.00001597215,0.00000307933,0.000006308315,0.0001408714,0.00000352129,0.0002163033],"genre_scores_gemma":[0.9992579,0.00007125114,0.00008757873,0.00002126228,0.000006548747,0.00001255596,0.0004074133,0.00000267882,0.0001327754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005081028,"threshold_uncertainty_score":0.01010293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08320187635040852,"score_gpt":0.2749973428210493,"score_spread":0.1917954664706407,"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."}}