{"id":"W2444061277","doi":"","title":"Follow-up study on patients with mild cognitive impairment by hydrogen proton magnetic resonance spectroscopy","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Traditional Chinese Medicine Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Proton magnetic resonance; Cognitive impairment; Spectroscopy; Magnetic resonance imaging; Nuclear magnetic resonance; Cognition; Proton; Hydrogen; Nuclear magnetic resonance spectroscopy; Medicine; Psychology; Physics; Psychiatry; Radiology; Nuclear physics; Astronomy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005935997,0.0005257772,0.001106077,0.0005179464,0.0002416511,0.0001211514,0.0007863099,0.00006155446,0.002714371],"category_scores_gemma":[0.0003796944,0.0003000899,0.0001473812,0.0006988263,0.0002785975,0.0006665351,0.0003018154,0.0003689033,0.00003801135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002566218,"about_ca_system_score_gemma":0.0001609081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001625933,"about_ca_topic_score_gemma":0.00002805351,"domain_scores_codex":[0.9959716,0.0002297953,0.0007929208,0.0007108979,0.001786003,0.000508757],"domain_scores_gemma":[0.9976097,0.0004268444,0.0005446202,0.000454759,0.0005928439,0.0003712159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006580774,0.003220997,0.9525043,0.00007714948,0.0003936905,0.00007731312,0.0003540556,2.39423e-7,0.00726999,0.000003394028,0.02646104,0.003057061],"study_design_scores_gemma":[0.0147629,0.002247335,0.9543622,0.002860139,0.0003463395,0.000009099002,0.0001666469,7.531815e-7,0.02324584,0.0003331112,0.001298986,0.000366644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838333,0.007296564,0.00002004952,0.0005780203,0.0002569784,0.005756934,0.0002601434,0.00004919117,0.001948844],"genre_scores_gemma":[0.9964209,0.001317055,0.00004453183,0.000483456,0.0002149498,0.0006964285,0.00003039656,0.00008621954,0.0007060514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02516205,"threshold_uncertainty_score":0.9999451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146041330878283,"score_gpt":0.4881314168724524,"score_spread":0.3735272837846241,"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."}}