{"id":"W4255580165","doi":"10.1016/s1365-6937(09)70046-2","title":"H2O Innovation Inc, Canada","year":2009,"lang":"en","type":"article","venue":"Filtration Industry Analyst","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hyperinsulinemia; Internal medicine; Insulin resistance; Endocrinology; Prediabetes; Medicine; Neuroinflammation; Insulin-degrading enzyme; Microglia; Insulin; Disease; Diabetes mellitus; Type 2 diabetes; Inflammation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007973872,0.0001001466,0.0001376974,0.0001391397,0.0001137994,0.00002532068,0.00004484629,0.0001436196,0.000837684],"category_scores_gemma":[0.00008320966,0.00008799942,0.0000268909,0.0008541863,0.00001811893,0.000132171,0.000004983217,0.000325461,0.00003414718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001834559,"about_ca_system_score_gemma":0.001294296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0263295,"about_ca_topic_score_gemma":0.01291646,"domain_scores_codex":[0.9989758,0.00002893656,0.0002332518,0.0001676886,0.0004044852,0.0001898835],"domain_scores_gemma":[0.9992938,0.00001472861,0.00007121602,0.0002008796,0.000250025,0.0001693254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005531617,0.001376295,0.6301436,0.00005431085,0.00675473,0.001070258,0.00009360851,0.000228183,0.003164994,0.006274648,0.3271215,0.02316468],"study_design_scores_gemma":[0.002021271,0.0004057052,0.9765168,0.00007365519,0.0005405489,0.00006725529,0.0002459475,0.0009353833,0.009086468,0.0003962026,0.009441569,0.0002691632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723123,0.0002181672,0.00007234485,0.006925982,0.00006009396,0.0002902678,0.00005991522,0.00005340695,0.02000753],"genre_scores_gemma":[0.9969181,0.000004564072,0.00006773829,0.001255292,0.0001966117,0.000009753312,0.00100344,0.00000526513,0.0005392284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3463732,"threshold_uncertainty_score":0.9801543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03357704591195685,"score_gpt":0.3166190716483024,"score_spread":0.2830420257363456,"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."}}