{"id":"W6929697140","doi":"10.48660/24050083","title":"Restricted Boltzmann Machines (RBMs)","year":2024,"lang":"en","type":"other","venue":"PIRSA","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Boltzmann constant; Sequence (biology); Set (abstract data type); Term (time)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001305105,0.0003743247,0.0008305504,0.0004604309,0.00002050589,0.00004560346,0.0001549815,0.0004212432,0.00325204],"category_scores_gemma":[0.0001052803,0.0003005348,0.000594126,0.0003173443,0.00006866083,0.00001746601,0.00008281189,0.0004984176,0.00738855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005120457,"about_ca_system_score_gemma":0.00009572925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009618999,"about_ca_topic_score_gemma":0.0006823578,"domain_scores_codex":[0.9983391,0.00004529202,0.0002309147,0.0005415663,0.0005004621,0.0003426781],"domain_scores_gemma":[0.998791,0.00001416684,0.00007783365,0.0009041649,0.00003462636,0.0001781666],"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":[0.00001322253,0.00004821534,0.0000545833,0.000787369,0.001006738,0.0003372727,0.00003769215,1.403155e-7,0.000009721683,0.0000576938,0.8526219,0.1450254],"study_design_scores_gemma":[0.0006401455,0.00007456267,0.001628781,0.001096762,0.001072703,0.00004626383,0.000009603328,0.0000134912,0.00003002064,0.0001712216,0.9949117,0.0003047677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001774478,0.06738268,0.00004060361,0.0003896612,0.001399816,0.0006785882,0.0001048974,0.0009881223,0.9288382],"genre_scores_gemma":[0.001180917,0.001562521,0.0005051218,0.0003465128,0.004440362,0.00007847149,0.0002339988,0.001063938,0.9905881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1447207,"threshold_uncertainty_score":0.9999447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292724951061165,"score_gpt":0.2596622339715341,"score_spread":0.2467349844609225,"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."}}