{"id":"W4408480847","doi":"10.58837/chula.res.2017.15","title":"การประยกตใชแบบทดสอบทางประสาทจตวทยาโดยคอมพวเตอรในศนยดแลผปวยสมองเสอมครบวงจร","year":2017,"lang":"th","type":"report","venue":"","topic":"Memory Processes and Influences","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002342338,0.002026588,0.002463549,0.0005954008,0.003269031,0.002956398,0.006579926,0.001646462,0.01672469],"category_scores_gemma":[0.009175131,0.001685824,0.001107532,0.0004675495,0.001955739,0.001875717,0.001690973,0.002334263,0.01376506],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000376236,"about_ca_system_score_gemma":0.006855514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001180632,"about_ca_topic_score_gemma":0.0001159436,"domain_scores_codex":[0.987013,0.0003374968,0.002280312,0.00407515,0.003918764,0.002375232],"domain_scores_gemma":[0.9876451,0.0006245369,0.003639204,0.005985931,0.001053181,0.001051979],"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":[0.0004143048,0.001504412,0.003471995,0.007618522,0.0005137312,0.005059816,0.0007668684,0.00007865435,0.03474566,0.01787666,0.7524226,0.1755268],"study_design_scores_gemma":[0.0006262139,0.0004559054,0.0006358332,0.001066026,0.0003024953,0.001036766,0.0001107346,0.000241445,0.03435569,0.002095742,0.9568068,0.002266293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0066076,0.003454966,0.0001967747,0.0009815819,0.01476926,0.001425941,0.0002913259,0.0005505712,0.971722],"genre_scores_gemma":[0.1698627,0.034513,0.0004616636,0.002125389,0.004194806,0.0001362524,0.00005789843,0.0003201344,0.7883281],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2043843,"threshold_uncertainty_score":0.9999674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1622640079552346,"score_gpt":0.3811037966861024,"score_spread":0.2188397887308678,"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."}}